{"id":"W2256342424","doi":"","title":"Transformative Multiculturalism: Irish Minorities and National Identity in Hard Times","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Multiculturalism; Solidarity; Sociology; Redistribution (election); Irish; Law and economics; Dilemma; Epistemology; Political economy; Political science; Law; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.00167955,0.00007637734,0.0001172316,0.00007089949,0.0006189026,0.0001671911,0.0001363998,0.00006882619,0.00004825982],"category_scores_gemma":[0.0002240101,0.00006893784,0.0000463729,0.0001433336,0.000269286,0.001047791,0.00001379715,0.001088825,0.000008508653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000259056,"about_ca_system_score_gemma":0.000726592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811442,"about_ca_topic_score_gemma":0.07657649,"domain_scores_codex":[0.9983258,0.00007769212,0.0001664184,0.00009438844,0.0003767096,0.0009589587],"domain_scores_gemma":[0.9996325,0.00005762022,0.00005301891,0.00002096254,0.000181035,0.00005481215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001340092,0.0003839328,0.0828995,0.00004784219,0.0004718468,0.00003176287,0.2161392,0.000005525606,0.00157555,0.5931334,0.06069796,0.04447938],"study_design_scores_gemma":[0.00298784,0.0002003262,0.1514895,0.00007199003,0.00005543674,0.0004511823,0.3885121,0.00003937255,0.0001716442,0.4190191,0.03624923,0.0007523093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967009,0.00157333,0.00002943807,0.003273471,0.0002728427,0.0001005565,0.000005778305,0.00001736559,0.02771824],"genre_scores_gemma":[0.9915507,0.005636343,0.00008932084,0.00008829111,0.000379451,0.000004821452,0.000001487914,0.00000352506,0.002245996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1741143,"threshold_uncertainty_score":0.9402736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079623186845896,"score_gpt":0.2973798751909258,"score_spread":0.2865836433224669,"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."}}