{"id":"W4200260223","doi":"10.1111/josl.12536","title":"Commentary: Sociolinguistics of diaspora","year":2021,"lang":"en","type":"article","venue":"Journal of Sociolinguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Diaspora; Sociolinguistics; Operationalization; Linguistics; Sociology; Globalization; Intersection (aeronautics); Epistemology; Gender studies; Political science; Geography; Philosophy","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":[0.0106468,0.001402016,0.001603786,0.001632555,0.009180859,0.005700815,0.006513039,0.05119234,0.006010571],"category_scores_gemma":[0.06457779,0.0009945651,0.001575364,0.001503344,0.01073017,0.007899193,0.003878457,0.05743914,0.003826048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008989259,"about_ca_system_score_gemma":0.01311683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02986634,"about_ca_topic_score_gemma":0.02519524,"domain_scores_codex":[0.9889637,0.004286684,0.0008892561,0.001988215,0.002717745,0.001154245],"domain_scores_gemma":[0.9419236,0.04191581,0.001846109,0.0008998729,0.01060753,0.002807004],"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":[0.00001858538,0.000004769925,0.00003873846,0.00007530216,0.000005547392,0.0001782923,0.0004981808,0.00002357298,0.00005068688,0.002646809,0.9951933,0.001266169],"study_design_scores_gemma":[0.00003817548,0.00002774165,0.000434528,0.0008089688,0.00003489854,0.0004360527,0.00249896,0.0002421947,0.0002976365,0.007930217,0.9871815,0.00006927813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001233599,0.001009562,0.00007592876,0.9281092,0.06997395,0.000005913199,0.00003239129,0.00001318052,0.0006565309],"genre_scores_gemma":[0.00465457,0.001285894,0.0001679582,0.8957394,0.09521113,0.00004928538,0.0000221884,0.00005318733,0.002816292],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05119234,"threshold_uncertainty_score":0.06522197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07543246912689835,"score_gpt":0.4658094076003917,"score_spread":0.3903769384734933,"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."}}