{"id":"W3080406509","doi":"","title":"Being a South Tyrolean: Examining Identity in Conversation and Linguistic Landscapes","year":2020,"lang":"en","type":"dissertation","venue":"MADOC (University of Mannheim)","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Mannheim; University of Waterloo; Deutscher Akademischer Austauschdienst","keywords":"German; Conversation; Identity (music); Linguistics; Social identity theory; Sociology; Population; Geography; Gender studies; Social group; Communication; Social science; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001766191,0.0001412584,0.0003391177,0.0003383739,0.0001980139,0.0001062975,0.0001948313,0.00007945035,0.0007887561],"category_scores_gemma":[0.0002314798,0.0001712445,0.00007643406,0.00009014893,0.00008361619,0.0001492681,0.00005880053,0.0002405295,0.0000348231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000281136,"about_ca_system_score_gemma":0.00005580245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002071917,"about_ca_topic_score_gemma":0.01906864,"domain_scores_codex":[0.9990733,0.00005379266,0.000154364,0.0002772575,0.0002737995,0.0001674574],"domain_scores_gemma":[0.9994003,0.00006782245,0.0001778372,0.0001045251,0.0001731842,0.00007628517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002853888,0.00005386172,0.005881793,0.001302274,0.0003186142,0.0003033577,0.9370071,0.000005336004,0.00003715426,0.05157945,0.0002916565,0.002933996],"study_design_scores_gemma":[0.002575205,0.000345836,0.02723585,0.001219758,0.001031997,0.000001206968,0.9024674,0.008136321,0.0000376849,0.01820822,0.03772531,0.001015234],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252873,0.0003343622,0.00006322515,0.0001176868,0.0002678127,0.0001692088,0.00004713333,0.00004212869,0.07367114],"genre_scores_gemma":[0.9917685,0.000115047,0.00006450221,0.00001335247,0.0002223047,2.912601e-7,0.0003863021,0.00001249974,0.007417157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06648124,"threshold_uncertainty_score":0.9988308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905911615220634,"score_gpt":0.2332271221484567,"score_spread":0.2041680059962504,"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."}}