{"id":"W2064516852","doi":"10.1080/02619280500188377","title":"Networks, Communication and the Irish Protestant Diaspora in Northern England,<i>c.</i>1860–1914","year":2005,"lang":"en","type":"article","venue":"Immigrants & Minorities","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Irish; Emigration; Protestantism; Negotiation; Immigration; Sociology; Friendship; Orange (colour); Gender studies; Media studies; Ethnology; Political science; Law; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.001808985,0.0001468077,0.0002168672,0.00009228821,0.0006139991,0.0002395341,0.000407156,0.00009676718,0.00004163167],"category_scores_gemma":[0.0001968902,0.0001230938,0.0000618824,0.0003312016,0.0009614457,0.0007066322,0.00003989909,0.0002163279,0.00001371459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111346,"about_ca_system_score_gemma":0.0001162725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1342203,"about_ca_topic_score_gemma":0.8747263,"domain_scores_codex":[0.9981686,0.0004851008,0.0003754039,0.000209575,0.0004427648,0.00031851],"domain_scores_gemma":[0.9988454,0.0005118002,0.000129322,0.0002707205,0.0001763709,0.00006640773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001870926,0.0002029862,0.6973574,0.00002382774,0.00003985558,0.000004832596,0.2341825,0.0004096341,0.0000083408,0.04055111,0.0009110392,0.02612136],"study_design_scores_gemma":[0.003868435,0.0000259779,0.8567736,0.0001046776,0.00005227854,0.000003869588,0.07346573,0.0007741182,0.00002196544,0.007709245,0.05673437,0.0004657852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838023,0.005495029,0.00008305652,0.007390915,0.0001065303,0.0007869373,0.00001801549,0.00006419596,0.002253083],"genre_scores_gemma":[0.9962884,0.002186462,0.0001890401,0.0002901496,0.0002932754,0.0001309056,0.00002855541,0.00001317759,0.0005800477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.740506,"threshold_uncertainty_score":0.871545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511495986467586,"score_gpt":0.2687897769702808,"score_spread":0.253674817105605,"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."}}