{"id":"W7132885217","doi":"","title":"Singing Sean-Nós","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Ireland Canada University Foundation","keywords":"Singing; Vibrato; Irish; Style (visual arts); Context (archaeology); Appropriation; Relevance (law)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115606,0.0003112466,0.0002863273,0.0004066593,0.001353387,0.002378585,0.0004429359,0.000374509,0.01047699],"category_scores_gemma":[0.001925679,0.0001134595,0.0002879087,0.0002804529,0.002202505,0.001183863,0.002458147,0.0008274414,0.002940237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008488476,"about_ca_system_score_gemma":0.0008418201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074345,"about_ca_topic_score_gemma":0.005544701,"domain_scores_codex":[0.9992355,0.0002032866,0.00003449706,0.000115215,0.0003077034,0.0001038208],"domain_scores_gemma":[0.9995323,0.00009634507,0.00004255115,0.00007292453,0.0001656084,0.00009023435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005434124,0.0002907573,0.03372246,0.00222059,0.00008176385,0.002029582,0.1240494,0.001420512,0.06671307,0.08781598,0.03203366,0.6490787],"study_design_scores_gemma":[0.00003374477,0.0008084649,0.06155146,0.0009389077,0.00003777901,0.003511023,0.1172672,0.001582937,0.01159405,0.009158775,0.7934126,0.0001031752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4574592,0.001659445,0.0186166,0.001773627,0.001047927,0.0001677654,0.0002150364,0.0003386541,0.5187218],"genre_scores_gemma":[0.8298236,0.001647931,0.01108771,0.0005952684,0.000166711,0.00006712627,0.0002405343,0.0002500786,0.1561212],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01047699,"threshold_uncertainty_score":0.03504908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033264920115365,"score_gpt":0.3858228965200934,"score_spread":0.3654902473189398,"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."}}