{"id":"W4401262453","doi":"10.1163/19552629-01602006","title":"Miini – A Lonely Bantu Outpost in the Vast North","year":2024,"lang":"en","type":"article","venue":"Journal of Language Contact","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Somali; Clan; Bantu languages; Sociolinguistics; Context (archaeology); Population; Geography; Linguistics; Anthropology; Ethnology; Sociology; History; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004248162,0.0001458905,0.000282252,0.0001886559,0.0000865343,0.0005084769,0.0003406332,0.00002895978,0.001378443],"category_scores_gemma":[0.000233534,0.00007205603,0.0002836324,0.0001045024,0.00004797157,0.0002089872,0.00002370325,0.0004078434,0.000103204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005523514,"about_ca_system_score_gemma":0.00005054412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086908,"about_ca_topic_score_gemma":0.01450742,"domain_scores_codex":[0.9987928,0.00008955647,0.0004728769,0.0001144072,0.0003348449,0.00019552],"domain_scores_gemma":[0.9992583,0.0002157885,0.0001669774,0.0001525764,0.0001537177,0.00005262512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001039014,0.0002326296,0.002387318,0.0001858565,0.0006756548,0.01586618,0.8993366,0.00001474662,0.0006586988,0.04460705,0.02366459,0.01226671],"study_design_scores_gemma":[0.001571486,0.0008662876,0.01134733,0.001221948,0.001058076,0.0009095547,0.2787573,0.0004780109,0.0001877289,0.001164478,0.7015926,0.0008452231],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537325,0.007649201,0.00003838736,0.002032979,0.001369564,0.0001806214,0.00008528314,0.0000398731,0.03487162],"genre_scores_gemma":[0.9928005,0.00003046178,0.00002862404,0.0007022567,0.003059641,0.000002573577,0.00001156757,0.00001514435,0.003349232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.677928,"threshold_uncertainty_score":0.9995344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369408754960015,"score_gpt":0.2541197830615273,"score_spread":0.2304256955119272,"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."}}