{"id":"W117500030","doi":"10.32920/ryerson.14639358","title":"The attribution of meaning and emotion to song lyrics","year":2021,"lang":"en","type":"article","venue":"","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Lyrics; Psychology; Meaning (existential); Linguistics; Attribution; Popular music; Poetry; Literature; Art; Social psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009458574,0.0002181162,0.0001503657,0.0003323865,0.0002893779,0.001151067,0.0001653009,0.0003939084,0.002773817],"category_scores_gemma":[0.008100213,0.0001193284,0.0001689077,0.0001513918,0.001057667,0.0004973749,0.0007233815,0.0004658923,0.0002276473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021616,"about_ca_system_score_gemma":0.00009362199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004129347,"about_ca_topic_score_gemma":0.0005943023,"domain_scores_codex":[0.9993594,0.0003804434,0.000021558,0.00006836989,0.0001321586,0.00003810906],"domain_scores_gemma":[0.9977245,0.001244916,0.0004639802,0.0001743289,0.0002658878,0.0001263397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.003947205,0.0002400663,0.1072213,0.0006883677,0.0001489942,0.001598849,0.0762408,0.0006347709,0.7144298,0.004656428,0.001119393,0.08907413],"study_design_scores_gemma":[0.0001064003,0.001276215,0.8982574,0.0001591042,0.0001015431,0.0009870145,0.03043695,0.002852746,0.05391546,0.004646577,0.007168012,0.00009268982],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868296,0.0001841345,0.001898462,0.0001323142,0.00003177791,0.00002894466,0.00004537404,0.00001978234,0.0108296],"genre_scores_gemma":[0.9982883,0.00007352145,0.0006554089,0.00003516138,0.00001456381,0.00001159612,0.00002541844,0.00001152209,0.0008845051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002773817,"threshold_uncertainty_score":0.00927937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06606528553567373,"score_gpt":0.2750615024503967,"score_spread":0.208996216914723,"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."}}