{"id":"W4221068604","doi":"10.1075/jpcl.00089.bou","title":"The vitality of Angolar","year":2022,"lang":"en","type":"article","venue":"Journal of Pidgin and Creole Languages","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Creole language; Descendant; Vitality; Portuguese; Ethnography; Sociology; Scale (ratio); Brazilian Portuguese; Gender studies; Ethnology; History; Anthropology; Linguistics; Geography; Cartography","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":[],"consensus_categories":[],"category_scores_codex":[0.001208687,0.00002696909,0.00007241384,0.00003185277,0.0003920744,0.00002283242,0.0001411075,0.00001178621,0.0002697679],"category_scores_gemma":[0.0002768674,0.00001842348,0.0000435781,0.00009094412,0.000140653,0.00004265477,0.00002512175,0.0001112054,5.199691e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001907868,"about_ca_system_score_gemma":0.0001372997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000851289,"about_ca_topic_score_gemma":0.0001300415,"domain_scores_codex":[0.9993,0.0002254866,0.0001464247,0.00002917497,0.0002185577,0.00008033978],"domain_scores_gemma":[0.9995171,0.000142435,0.0001723774,0.00005426781,0.00005914132,0.00005472045],"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":[0.0001609275,0.0004257573,0.04373214,0.00005196855,0.000144695,0.0000308594,0.4336339,0.00003628168,0.005658128,0.1707524,0.04463592,0.3007371],"study_design_scores_gemma":[0.0001882288,0.00006879564,0.01345814,0.000005773292,0.00001261475,0.000009937257,0.1480808,0.000006001187,0.0004495708,0.0007356687,0.8369388,0.00004562138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972792,0.00349853,0.000004804809,0.006634751,0.0002430143,0.00003566188,0.000007080063,0.000003708691,0.01678044],"genre_scores_gemma":[0.9966082,0.0002397,0.00005543759,0.000281335,0.0002511293,8.159251e-7,2.303127e-7,0.000002011243,0.002561129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7923029,"threshold_uncertainty_score":0.3015559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698233421521078,"score_gpt":0.4462943869438502,"score_spread":0.4193120527286394,"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."}}