{"id":"W4396802566","doi":"10.1353/nhr.2023.a926403","title":"The Ulster Irish Liberty Legion: Chicago's Irish Nationalists, from Partition to the Provos","year":2023,"lang":"en","type":"article","venue":"New hibernia review","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Partition (number theory); Genealogy; History; Demography; Sociology; Philosophy; Combinatorics; Mathematics; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001193722,0.0001355624,0.000234254,0.00001898055,0.001300171,0.0002480711,0.0005152724,0.00006329866,0.0003655584],"category_scores_gemma":[0.0008806842,0.0000809618,0.0001513961,0.0007357851,0.0001523436,0.0001719157,0.0001257519,0.0001751197,0.002685633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000686729,"about_ca_system_score_gemma":0.0001914096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00210056,"about_ca_topic_score_gemma":0.003675315,"domain_scores_codex":[0.9979054,0.0003720583,0.0003283526,0.0002954096,0.0007051582,0.0003935631],"domain_scores_gemma":[0.9988501,0.0004211617,0.0001187051,0.0003060875,0.000160561,0.0001433874],"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":[0.000003358685,0.000007850599,0.0001998337,0.00003339247,0.00002042891,0.000002680928,0.0008139118,3.780026e-7,0.000001615148,0.0001282549,0.9219245,0.07686378],"study_design_scores_gemma":[0.0001031279,0.00001247628,0.00952207,0.0005786978,0.00004487837,0.000001073825,0.0001999303,0.000002175755,0.000002573949,0.0007187937,0.9886925,0.0001217069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00262608,0.1337023,0.00002392987,0.7337004,0.001432658,0.002117888,0.00007350509,0.0003217761,0.1260014],"genre_scores_gemma":[0.03166887,0.7593509,0.0002094585,0.07135382,0.00923665,0.001166184,0.0002203842,0.00006773051,0.126726],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6623466,"threshold_uncertainty_score":0.9999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505880339814448,"score_gpt":0.3396549805558575,"score_spread":0.294596177157713,"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."}}