{"id":"W4378800834","doi":"10.1080/13537113.2023.2211451","title":"Hailing in the Face of Covid-19: On the Uses and Abuses of Heroism","year":2023,"lang":"en","type":"article","venue":"Nationalism and Ethnic Politics","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mainstream; Inclusion (mineral); Sociology; Immigration; Health care; Emancipation; Social exclusion; Resistance (ecology); Face (sociological concept); Gender studies; Political science; Politics; Social science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125293,0.00003896493,0.00006060483,0.00006741853,0.0001821899,0.00001577368,0.00008828106,0.00005078444,0.00001794886],"category_scores_gemma":[0.001870048,0.00002368137,0.00001619498,0.0002397599,0.0002674999,0.00006698972,0.000008516092,0.00006190324,0.000001014646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002150092,"about_ca_system_score_gemma":0.0001673501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002949318,"about_ca_topic_score_gemma":0.005506638,"domain_scores_codex":[0.9992238,0.0001872451,0.0001413516,0.00006576998,0.0002918662,0.00008994679],"domain_scores_gemma":[0.9983833,0.001395468,0.00005903859,0.00006064325,0.0000711243,0.00003040369],"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":[0.000001390045,0.000009996129,0.0007466998,0.00001292527,0.000002488652,1.12914e-7,0.09580748,0.00004118865,0.00003231574,0.9017321,0.001403249,0.0002100639],"study_design_scores_gemma":[0.0005596413,0.0001027452,0.101779,0.0001008952,0.00002815065,0.000001917613,0.2580454,0.001895373,0.0007600746,0.5366964,0.0998288,0.0002016246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818763,0.0004055008,0.00005988719,0.01434684,0.00005340346,0.0001362772,0.00003623142,0.00001104805,0.00307454],"genre_scores_gemma":[0.9972343,0.001186277,0.00001095494,0.001045974,0.00006277541,0.000006246656,0.00001036687,0.000002013297,0.000441115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3650357,"threshold_uncertainty_score":0.4458506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201371822639582,"score_gpt":0.4065136376830192,"score_spread":0.286376455419061,"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."}}