{"id":"W4234204831","doi":"10.3998/mpub.93349","title":"The Frontier of Loyalty","year":2005,"lang":"en","type":"book","venue":"University of Michigan Press eBooks","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Legitimacy; Opposition (politics); Loyalty; Scholarship; Political science; Media studies; Sociology; Social science; Law","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":[0.0004207806,0.0001244125,0.0002393858,0.00007762734,0.0004437601,0.00001988804,0.0008261956,0.0002315151,0.0000794156],"category_scores_gemma":[0.0000270754,0.0001336142,0.0001957791,0.00001558194,0.001236738,0.0000791639,0.0000727774,0.0001847932,0.000006492947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037045,"about_ca_system_score_gemma":0.0008670772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006493988,"about_ca_topic_score_gemma":0.1711523,"domain_scores_codex":[0.9987296,0.000123826,0.0001958141,0.0001887221,0.0005921116,0.000169896],"domain_scores_gemma":[0.998752,0.0001619589,0.0003839171,0.0002615436,0.0003712915,0.0000692774],"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":[0.0000722273,0.00003879202,0.00005558887,0.00005978347,0.0002581094,0.000004018207,0.04558636,0.00002391475,0.00001682021,0.8922507,0.0570615,0.004572238],"study_design_scores_gemma":[0.0002079627,0.00001184982,0.0004005141,0.00004772606,0.0001155381,9.844466e-8,0.001848128,0.000004035804,0.00006159813,0.006792643,0.9903805,0.000129402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001867211,0.000541381,0.0001505946,0.0001339961,0.0002071824,0.0003098809,0.0001663975,0.00003117715,0.9965922],"genre_scores_gemma":[0.007575103,0.0003760216,0.0002547259,0.00001458974,0.000126939,1.443191e-7,0.00002853633,0.00001127278,0.9916127],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.933319,"threshold_uncertainty_score":0.981701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01962914337642422,"score_gpt":0.2332260054768727,"score_spread":0.2135968621004485,"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."}}