{"id":"W2781269179","doi":"10.29173/comp41","title":"Sprechen Wir Deutsch? The construction of identity in Austria and South Tyrol","year":2017,"lang":"en","type":"article","venue":"COMPASS","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Identity (music); Distancing; German; Linguistics; Construct (python library); Pronoun; Population; Pronunciation; Sociology; Geography; Ethnology; Computer science; Art; Aesthetics; Coronavirus disease 2019 (COVID-19); Demography; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002541266,0.0000425829,0.0001119918,0.00004101561,0.0003320059,0.0002703373,0.0001959673,0.00001445277,0.000260383],"category_scores_gemma":[0.0002454345,0.00002750336,0.00003062426,0.00001232558,0.0005207799,0.0001140451,0.00007451598,0.00008646151,0.00001106285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007012802,"about_ca_system_score_gemma":0.00001666767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355523,"about_ca_topic_score_gemma":0.002577842,"domain_scores_codex":[0.9995711,0.00003558201,0.0001142824,0.00007691976,0.0001122468,0.00008990688],"domain_scores_gemma":[0.9995505,0.00004647449,0.00009059393,0.0002152807,0.00007147896,0.00002565532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004443036,0.00004255276,0.2022083,0.00005793864,0.0001194397,0.000007281454,0.0252849,0.000002143573,0.00007911081,0.7655671,0.001098265,0.005488514],"study_design_scores_gemma":[0.003448755,0.0001689411,0.5172685,0.0002635821,0.0002688712,0.000006659177,0.0364612,0.00564058,0.00129074,0.3445723,0.09004809,0.0005616976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737635,0.0000888821,0.00005776364,0.0004411896,0.0001714855,0.00007452351,0.00001762387,0.000006411663,0.0253786],"genre_scores_gemma":[0.9989486,0.00001275791,0.00003117334,0.000009186915,0.0002264141,0.000002854563,0.00000153883,0.000002341698,0.0007651768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4209948,"threshold_uncertainty_score":0.2851011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08907014941627056,"score_gpt":0.3281232364626741,"score_spread":0.2390530870464035,"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."}}