{"id":"W7125699964","doi":"10.7202/1122769ar","title":"Jacobsen, Kristina. 2024. Sing Me Back Home: Ethnographic Songwriting and Sardinian Language Politics","year":2025,"lang":"en","type":"article","venue":"MUSICultures","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ethnography; Politics; Language politics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017751,0.0001718706,0.0002041136,0.0001063235,0.0003928916,0.000313122,0.0002889525,0.00007826125,0.00001787555],"category_scores_gemma":[0.0002033813,0.0001381635,0.00007025671,0.0004633457,0.00008631913,0.0001023387,0.0003436823,0.0001613695,0.00001230016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002621279,"about_ca_system_score_gemma":0.00001976041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00029661,"about_ca_topic_score_gemma":0.00005170997,"domain_scores_codex":[0.9988636,0.00005122969,0.0002033945,0.0003641435,0.0001679968,0.0003496346],"domain_scores_gemma":[0.9993262,0.000132459,0.00006283946,0.0002989647,0.0001083509,0.00007114629],"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":[0.00002312068,0.0003258689,0.01723523,0.001447697,0.0006767962,0.0008653701,0.1398882,0.00006839837,0.01120211,0.4350499,0.2854375,0.1077799],"study_design_scores_gemma":[0.008744957,0.0006196735,0.3898183,0.005067978,0.0008489579,0.0004770555,0.1651887,0.02804936,0.01378574,0.0498728,0.3312661,0.00626039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8550144,0.03399334,0.03683058,0.006537178,0.004569652,0.0006592726,0.00004869811,0.001607851,0.06073904],"genre_scores_gemma":[0.9817462,0.00006997661,0.01291641,0.003289358,0.0006536855,0.000008443038,0.0000073826,0.00001526889,0.001293278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3851771,"threshold_uncertainty_score":0.5634143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009860309757112842,"score_gpt":0.259586579746294,"score_spread":0.2497262699891811,"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."}}