{"id":"W610994026","doi":"10.1515/9780748648948","title":"The Scottish Diaspora","year":2013,"lang":"en","type":"book","venue":"Edinburgh University Press eBooks","topic":"Irish and British Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Antipodes; Section (typography); Indigenous; Emigration; Geography; Genealogy; Irish; Index (typography); History; Demographics; Ethnology; Anthropology; Gender studies; Sociology; Demography; Archaeology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003729129,0.0002291321,0.0002885184,0.0000592523,0.002753707,0.0002582973,0.00100619,0.0003887412,0.000157681],"category_scores_gemma":[0.00008032172,0.0002189254,0.0001998083,0.00002110902,0.00151605,0.0001495413,0.0004033085,0.0004876727,0.00002350312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604446,"about_ca_system_score_gemma":0.0006187038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008398616,"about_ca_topic_score_gemma":0.0004206971,"domain_scores_codex":[0.9982275,0.0001086215,0.0001469712,0.0003483047,0.0006099338,0.0005586297],"domain_scores_gemma":[0.9986458,0.0003657662,0.0001933777,0.0003089418,0.0002955456,0.0001905197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008625643,0.000004957375,0.000004431083,0.000005554003,0.0000824107,0.00006156612,0.002632512,9.509287e-8,1.67253e-7,0.01286901,0.9784502,0.005880469],"study_design_scores_gemma":[0.0001652386,0.00001594895,0.00001378514,0.00008498636,0.00008067178,7.73961e-7,0.003914747,6.477079e-7,0.000001897588,0.0005805928,0.9948677,0.0002730151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005378499,0.001083318,0.000005894605,0.0002512897,0.001627489,0.0005208216,0.00003843924,0.0001668058,0.9962522],"genre_scores_gemma":[0.0002240237,0.002661606,0.00001667663,0.00006959915,0.001857366,0.00000267637,0.000009313704,0.00001732294,0.9951414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01641749,"threshold_uncertainty_score":0.9985446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973759594502711,"score_gpt":0.228360177001476,"score_spread":0.2086225810564489,"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."}}