{"id":"W3099924134","doi":"10.29173/cais1175","title":"Digital Archiving by Nigerian and Foreign Authors in a Low Resource Context: A Content Analysis of Publications on Natural Language Processing of Nigerian Languages","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Scopus; Digital library; Web of science; Library science; Context (archaeology); Foreign language; Humanities; Computer science; World Wide Web; Political science; Geography; Art; Philosophy; Linguistics; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005265236,0.0001234191,0.0003782435,0.0002533004,0.0001037356,0.0008606135,0.0005811174,0.00007649127,0.00001168948],"category_scores_gemma":[0.01791115,0.0001039019,0.00009004908,0.001376376,0.0004807757,0.002593665,0.0001001308,0.0001509243,1.291317e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003955539,"about_ca_system_score_gemma":0.0002884624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004010869,"about_ca_topic_score_gemma":0.0003441779,"domain_scores_codex":[0.9987167,0.0000503919,0.0004471892,0.000214674,0.0003788942,0.0001922243],"domain_scores_gemma":[0.9919356,0.0001663787,0.0007238958,0.00008691749,0.006982976,0.0001042012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001775067,0.0002222376,0.2841186,0.0002629785,0.0001672133,2.396739e-7,0.6447925,0.000007069613,0.0197969,0.01585083,0.0007844251,0.03381951],"study_design_scores_gemma":[0.0006739963,0.0002531869,0.2091763,0.0005954419,0.0002020659,9.530842e-7,0.7603029,0.002030715,0.01824785,0.0003421224,0.007828982,0.00034546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827415,0.000221082,0.00001674286,0.005820237,0.00001787315,0.0002736701,0.0002035052,0.00001859632,0.0106868],"genre_scores_gemma":[0.999277,0.00001436007,0.00006868656,0.0001968522,0.00003081748,0.00001674567,0.00001756732,0.000008214521,0.0003697583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155104,"threshold_uncertainty_score":0.9903614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491774965506028,"score_gpt":0.2876503113550389,"score_spread":0.2627325616999787,"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."}}