{"id":"W7094490638","doi":"","title":"9781552385630.pdf","year":2022,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Federation for the Humanities and Social Sciences","keywords":"Negotiation; Politics; Immigration; Identity (music); Ethnic group","routes":{"ca_aff":false,"ca_fund":true,"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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001382084,0.0003167328,0.0003204777,0.0003052046,0.001684766,0.000619594,0.001431947,0.0002005146,0.985143],"category_scores_gemma":[0.0002542421,0.0003036205,0.0002142724,0.0008546356,0.0005229422,0.000497529,0.000153507,0.0004212859,0.8532177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005977105,"about_ca_system_score_gemma":0.001186011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01611449,"about_ca_topic_score_gemma":0.08771657,"domain_scores_codex":[0.9963591,0.0005966565,0.0004061986,0.0005620967,0.001632799,0.0004431941],"domain_scores_gemma":[0.9983324,0.000280358,0.000478783,0.0006233901,0.0001476068,0.0001374054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009941902,0.0001261421,0.001352005,0.00002220218,0.0001821767,0.000006454984,0.001960351,0.0000129679,0.000002661749,0.2010593,0.03434461,0.7609212],"study_design_scores_gemma":[0.0002156114,0.00001409808,0.001927413,0.00001597537,0.00009376283,0.000001377546,0.001198536,0.000005337452,8.212195e-7,0.005744173,0.9904233,0.0003595637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005527395,0.000007501973,0.0001830134,0.00622676,0.001691819,0.001123196,1.131835e-7,0.0003217725,0.9903905],"genre_scores_gemma":[0.002850496,0.0002897283,0.0002900677,0.0009146915,0.001246452,0.0002636996,0.001354341,0.000279417,0.9925111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9560787,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430550658649521,"score_gpt":0.3150732845694327,"score_spread":0.2907677779829375,"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."}}