{"id":"W7007940836","doi":"","title":"The Atlantic Flute: Traditional Music from Ireland, Scotland, and Maritime Canada","year":2007,"lang":"en","type":"article","venue":"SOPHIA (St. Catherine University)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Folkloristics; Frith; Traditional music; Descendant; Indian ocean","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001988518,0.00009572352,0.0001143347,0.00004200785,0.001334283,0.00004713916,0.0002085359,0.00005392333,0.0001948327],"category_scores_gemma":[0.00004094502,0.00008910058,0.00003921779,0.0002399305,0.0003726764,0.0001021419,0.00006090173,0.0001179493,0.000005560114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717058,"about_ca_system_score_gemma":0.0002970837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7466193,"about_ca_topic_score_gemma":0.9635215,"domain_scores_codex":[0.999089,0.00005004409,0.00008646529,0.0001837071,0.0002631344,0.0003276274],"domain_scores_gemma":[0.9994018,0.0002738409,0.00004217347,0.00009050674,0.00005972162,0.0001319652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003856782,0.0001873129,0.2498981,0.00003143651,0.0005209701,0.0027948,0.005954529,0.000004374481,0.00007484914,0.07240405,0.6457035,0.0220404],"study_design_scores_gemma":[0.0004730468,0.00002203851,0.1086503,0.00001467687,0.0000322245,0.000004729635,0.004957204,0.00000415535,0.000003943854,0.0007866295,0.8848885,0.0001625626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977194,0.000607162,0.00004152026,0.005323127,0.0005375293,0.0001701417,0.0001854477,0.00004819349,0.09536742],"genre_scores_gemma":[0.9933231,0.0005951704,0.00005158922,0.0001779812,0.0004794277,3.10718e-7,0.00003952409,0.000006970023,0.005325923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2391849,"threshold_uncertainty_score":0.9999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155899059516666,"score_gpt":0.1906931221703064,"score_spread":0.1751032162186398,"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."}}