{"id":"W4247332278","doi":"10.1017/s0025100316000414","title":"Upper Sorbian","year":2017,"lang":"en","type":"article","venue":"Journal of the International Phonetic Association","topic":"Language and Culture","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; University of Missouri","keywords":"Czech; Slavic languages; History; Period (music); Geography; Political science; Linguistics; Art; Classics","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":[0.0008617873,0.00003512073,0.00006383203,0.00002021897,0.0005643557,0.0002710675,0.0008508085,0.00006322589,0.0003725163],"category_scores_gemma":[0.002272445,0.00002252997,0.0001316772,0.00002179368,0.00003488543,0.0002881529,0.00004864568,0.0001486781,0.00002921911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003885183,"about_ca_system_score_gemma":0.0001067816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003316411,"about_ca_topic_score_gemma":0.0004524942,"domain_scores_codex":[0.9988769,0.00006428442,0.0001579328,0.00003821938,0.0007746757,0.00008799483],"domain_scores_gemma":[0.9985265,0.00005064862,0.0009477829,0.0001006172,0.0003418079,0.00003266995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005444132,0.0001887014,0.5445445,0.000003468491,0.0005368603,0.00001913326,0.04203746,0.00005843316,0.00488851,0.01197431,0.3738264,0.02186772],"study_design_scores_gemma":[0.0005374214,0.00001545231,0.5970168,0.00005356126,0.0000467982,0.00000669261,0.0027486,0.00001736231,0.001161561,0.01199439,0.3863153,0.00008602208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.775139,0.00007845863,0.00002540697,0.09598116,0.006746173,0.00006256585,0.00000432974,0.000006239991,0.1219567],"genre_scores_gemma":[0.965425,0.00005366429,0.00007560506,0.0005238866,0.001715686,4.355634e-7,2.890646e-7,0.000002889279,0.03220251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.190286,"threshold_uncertainty_score":0.4340625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009907205451126522,"score_gpt":0.3024303142309761,"score_spread":0.2925231087798496,"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."}}