{"id":"W2792717831","doi":"10.7228/manchester/9780719087998.003.0006","title":"Identity: struggles with personhood, nationhood and professional virtue","year":2017,"lang":"en","type":"book-chapter","venue":"Manchester University Press eBooks","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personhood; Identity (music); Personal identity; Social identity theory; Virtue; Sociology; Social identity approach; Public relations; Political science; Gender studies; Social group; Aesthetics; Social science; Law; Self-concept","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009058024,0.0002671677,0.0002619789,0.0001781933,0.00115227,0.000335905,0.0003700831,0.0001620234,0.0003157091],"category_scores_gemma":[0.000004902532,0.0002695807,0.00008535293,0.00000108862,0.0006884883,0.0008146283,0.0002436386,0.0003311303,0.00002116359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009700865,"about_ca_system_score_gemma":0.00009197219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001306496,"about_ca_topic_score_gemma":0.002113363,"domain_scores_codex":[0.998919,0.00002511087,0.0001197551,0.0003922287,0.0004083186,0.0001356188],"domain_scores_gemma":[0.9990706,0.0000376131,0.0002889989,0.0003010887,0.00021322,0.00008841461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007974198,0.00001461473,0.00001394312,0.0001067588,0.0001613927,0.00009133491,0.004234984,1.608101e-7,0.000001172489,0.9910517,0.003662614,0.0005816151],"study_design_scores_gemma":[0.0006028611,0.00005261002,0.0001488245,0.0002904084,0.0002133975,0.000009989165,0.0004879931,0.000004444699,0.00000490312,0.004292725,0.9935169,0.0003749091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001188541,0.000164301,0.00001903672,0.00005004006,0.0005129908,0.0002776523,0.0002054637,0.00006786335,0.9975141],"genre_scores_gemma":[0.02176236,0.00002256182,0.00003420751,0.00006400921,0.0003700418,0.000001518174,0.0000519352,0.00003023673,0.9776632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9898543,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591196605176851,"score_gpt":0.2031359990304318,"score_spread":0.1672240329786632,"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."}}