{"id":"W4313625313","doi":"10.3138/chr.103.4.br04","title":"<i>Empire and Emancipation: Scottish and Irish Catholics at the Atlantic Fringe, 1780–1850</i>. S. Karly Kehoe","year":2022,"lang":"en","type":"article","venue":"Canadian Historical Review","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Emancipation; Irish; Empire; History; Irish sea; Ancient history; Geology; Political science; Philosophy; Oceanography; Law; Politics; Linguistics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004378649,0.0001329437,0.0002497933,0.00008908227,0.002097327,0.00008140117,0.0001836411,0.00002528123,0.002246593],"category_scores_gemma":[0.0001575452,0.0001208917,0.00006873396,0.0001095566,0.0001235265,0.0001506012,0.0000926165,0.0002399125,0.00005109637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003008671,"about_ca_system_score_gemma":0.0001978431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1311961,"about_ca_topic_score_gemma":0.5446237,"domain_scores_codex":[0.998822,0.0001301091,0.0002635179,0.0002771196,0.0002825376,0.0002246813],"domain_scores_gemma":[0.9992154,0.00008731904,0.0001048735,0.0002218037,0.00008752452,0.0002831301],"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":[0.000002555172,0.00001096342,0.001370712,0.0003134155,0.00001154535,0.0000376889,0.001457337,3.21688e-7,4.96883e-7,0.009978645,0.9808607,0.005955657],"study_design_scores_gemma":[0.00008050929,0.0000325422,0.001304263,0.00009938915,0.00007312301,0.0000529448,0.00002864906,0.000002305658,9.946454e-8,0.0001719471,0.9979962,0.0001579902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04893723,0.8841606,0.000001173198,0.01846476,0.00218542,0.0007146885,0.0001543057,0.00005327479,0.04532853],"genre_scores_gemma":[0.5829098,0.08177548,0.00003285218,0.04549943,0.001774806,0.0006161163,0.0002745089,0.00009806828,0.287019],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8023852,"threshold_uncertainty_score":0.9992018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04253280909101011,"score_gpt":0.2354980202704496,"score_spread":0.1929652111794395,"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."}}