{"id":"W4307809092","doi":"10.21226/ewjus599","title":"Odesa in Diachronic and Synchronic Studies of Urban Linguistic Landscapes of Ukraine Conducted between 2015 and 2019","year":2022,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistic landscape; Language policy; Linguistics; Language planning; Salience (neuroscience); Commodification; Lingua franca; Multilingualism; Sociology; Geography; Economy","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":[0.001571386,0.0001935945,0.000450233,0.002178724,0.003269312,0.002547,0.0004697629,0.0003149585,0.001334047],"category_scores_gemma":[0.002039769,0.0002898664,0.000269275,0.002979194,0.003230233,0.002057154,0.004692249,0.0004854024,0.0001595965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004550037,"about_ca_system_score_gemma":0.002343917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04990199,"about_ca_topic_score_gemma":0.1078426,"domain_scores_codex":[0.9990656,0.0004438371,0.00006298503,0.0001508614,0.0001125956,0.0001641353],"domain_scores_gemma":[0.9989406,0.0004097802,0.0002330565,0.0001265425,0.0001883066,0.0001017756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001312816,0.00005214611,0.1209263,0.0003556773,0.00003907903,0.002186902,0.8403426,0.0003500445,0.002704426,0.008693609,0.001336449,0.02288161],"study_design_scores_gemma":[0.000002876588,0.00005028015,0.3758293,0.0001609422,0.00001496835,0.0003402682,0.5897135,0.0001411124,0.0006136228,0.0007077592,0.03239974,0.00002557696],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940192,0.0005469081,0.0002643295,0.0001333079,0.00001252276,0.00001923632,0.0003467087,0.000006302826,0.004651464],"genre_scores_gemma":[0.9983078,0.0002045166,0.0001271878,0.00003471525,0.000003557541,0.00003163224,0.0002069112,0.00000688668,0.001076789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04990199,"threshold_uncertainty_score":0.09922308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0615649024986719,"score_gpt":0.300705696325647,"score_spread":0.2391407938269751,"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."}}