{"id":"W4312924502","doi":"10.57132/jiss.110","title":"‘Ever more “Diaspora”: Advances and Alarums’","year":2010,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Diaspora; Sociology; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009234919,0.0007088914,0.0008832243,0.002211756,0.006112874,0.01460218,0.001705691,0.005378572,0.01597243],"category_scores_gemma":[0.008390294,0.0003161918,0.0004576515,0.004713964,0.02671654,0.02912354,0.009303739,0.006513088,0.001179962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00504567,"about_ca_system_score_gemma":0.007300369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008113703,"about_ca_topic_score_gemma":0.01594803,"domain_scores_codex":[0.9964461,0.001914026,0.000140059,0.0004311341,0.0003815475,0.0006871747],"domain_scores_gemma":[0.9928346,0.00385007,0.0005607993,0.0009685595,0.0006892051,0.00109684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007327371,0.00004548883,0.001369293,0.0007433599,0.00001829913,0.0002277858,0.06179232,0.00006272951,0.0002185641,0.7114514,0.1021572,0.1218403],"study_design_scores_gemma":[0.00000993828,0.00003136126,0.002620894,0.001011891,0.000007086262,0.0003829711,0.05238355,0.00006648728,0.0001124138,0.06066338,0.8826786,0.00003142254],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03779288,0.2709587,0.002979547,0.5326055,0.02433895,0.00002424632,0.0002991448,0.000100293,0.1309008],"genre_scores_gemma":[0.682617,0.1396586,0.003360549,0.1007882,0.02881591,0.00007849705,0.0003132462,0.0001838463,0.04418415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01597243,"threshold_uncertainty_score":0.05343312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720240422810015,"score_gpt":0.3437126520950167,"score_spread":0.3265102478669166,"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."}}