{"id":"W2910040536","doi":"10.25949/19431140","title":"Running with fire: Catalan ethnic identity in 21st century Spain","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Nationalism and Cultural Identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catalan; Ethnic group; Identity (music); Geography; Ethnology; History; Sociology; Art; Anthropology; Humanities; Aesthetics","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":[0.0001941877,0.00006520822,0.00007961877,0.00002077012,0.0008092714,0.0003977828,0.0005066146,0.00006864761,0.03300659],"category_scores_gemma":[0.001181263,0.00005697314,0.00003037349,0.0001505618,0.00003312465,0.001358493,0.00009966702,0.0001269578,0.0007433345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008150874,"about_ca_system_score_gemma":0.00009206857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006409249,"about_ca_topic_score_gemma":0.1072199,"domain_scores_codex":[0.9991523,0.00004486468,0.00008374078,0.0001579694,0.0003591415,0.0002020011],"domain_scores_gemma":[0.9995115,0.00003223204,0.0001103022,0.0001907314,0.00008486021,0.00007031912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007177657,0.0004809528,0.2147381,0.000612204,0.0001171072,0.0005858627,0.09705596,0.00003851137,0.0001889601,0.05119841,0.5545622,0.08034995],"study_design_scores_gemma":[0.0002681576,0.000007747783,0.8658164,0.0006079085,0.000004092947,9.922805e-7,0.002632563,0.000009476123,0.00001728013,0.0004573777,0.1299903,0.0001877075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6819092,0.003898412,4.585244e-7,0.004195449,0.0007508642,0.001301858,0.0742534,0.0003358074,0.2333545],"genre_scores_gemma":[0.9893804,0.00004667422,0.00001405438,0.00008503736,0.0002350778,0.00003507343,0.008499671,0.000005708422,0.001698356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6510783,"threshold_uncertainty_score":0.968891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0763159003248063,"score_gpt":0.3671061664095444,"score_spread":0.2907902660847381,"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."}}