{"id":"W4401264043","doi":"10.1163/19552629-01602005","title":"Bajuni – A Language Peninsula","year":2024,"lang":"en","type":"article","venue":"Journal of Language Contact","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Somali; Swahili; Sociolinguistics; Peninsula; Linguistics; Geography; Context (archaeology); Sociocultural evolution; Historical linguistics; Language contact; Population; History; Sociology; Anthropology; Ethnology; Archaeology; Demography","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":[0.0003592,0.0002916497,0.0001745695,0.0008388382,0.004658633,0.002294879,0.0005369861,0.000329996,0.007488565],"category_scores_gemma":[0.0003802639,0.0002665101,0.00009477788,0.001909926,0.001387638,0.0009099087,0.001539788,0.000544405,0.000700998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824558,"about_ca_system_score_gemma":0.00323871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05294113,"about_ca_topic_score_gemma":0.1030915,"domain_scores_codex":[0.9997888,0.00004942803,0.000007649218,0.00003797495,0.00002580031,0.00009047907],"domain_scores_gemma":[0.9997745,0.00005186048,0.00004180677,0.00001810491,0.00005212253,0.00006162533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00101741,0.0009617965,0.3455361,0.001131142,0.0001800774,0.0199085,0.1630617,0.001328891,0.0321766,0.2160801,0.01803516,0.2005825],"study_design_scores_gemma":[0.00007056288,0.0003090749,0.4845441,0.0004363165,0.00008640674,0.005072382,0.1310395,0.0006855096,0.00208431,0.005995683,0.3695925,0.00008373662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8943649,0.001623886,0.000315916,0.001097683,0.00007071323,0.00006706524,0.0002015265,0.00002633769,0.102232],"genre_scores_gemma":[0.9823349,0.000769828,0.0006051812,0.0002391483,0.00001358337,0.00004206683,0.0002811481,0.000009188035,0.01570496],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05294113,"threshold_uncertainty_score":0.105266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03865491219643174,"score_gpt":0.4735866977918438,"score_spread":0.434931785595412,"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."}}