{"id":"W4403296316","doi":"10.26443/jiows.v8i1.177","title":"Daren Ray on Ethnicity, Identity, and Conceptualizing Community in Indian Ocean East Africa","year":2024,"lang":"en","type":"article","venue":"The Journal of Indian Ocean World Studies","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Identity (music); Geography; Indian ocean; Gender studies; Oceanography; Sociology; Anthropology; Geology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003028477,0.0003760163,0.0003579766,0.001168653,0.01804736,0.006046912,0.0008034004,0.002142449,0.003905478],"category_scores_gemma":[0.005029907,0.0002107146,0.0002120341,0.002336775,0.01570802,0.006407754,0.004139852,0.006264031,0.0002951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004893345,"about_ca_system_score_gemma":0.005706732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06607424,"about_ca_topic_score_gemma":0.09938455,"domain_scores_codex":[0.9963139,0.002795512,0.00004172524,0.00008805125,0.0003296408,0.0004313226],"domain_scores_gemma":[0.9977755,0.00144428,0.0001130575,0.00003315446,0.0001900232,0.0004439177],"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":[0.00001934594,0.00004143765,0.002482125,0.00008518092,0.000003873522,0.0004410773,0.5808088,0.0001181057,0.00008895093,0.3379871,0.06623603,0.01168795],"study_design_scores_gemma":[0.000006089578,0.00001409377,0.002397594,0.0006064342,0.000004454962,0.0002532105,0.6648111,0.0001056366,0.00007024161,0.03028071,0.3014304,0.00001999859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1289022,0.06576726,0.002648226,0.421284,0.00251097,0.00009548304,0.000106975,0.00002662049,0.3786582],"genre_scores_gemma":[0.84879,0.03667945,0.001454398,0.05080888,0.0006417178,0.0001832182,0.00003737367,0.00004433491,0.06136055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06607424,"threshold_uncertainty_score":0.1313793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0796754860659887,"score_gpt":0.356364568298894,"score_spread":0.2766890822329052,"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."}}