{"id":"W4377143245","doi":"10.1016/j.langsci.2023.101553","title":"Sound-meaning mapping: Verbal imitation of Super Mario music by Yorùbá gamers","year":2023,"lang":"en","type":"article","venue":"Language Sciences","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Imitation; Linguistics; Interpretation (philosophy); Meaning (existential); Sound symbolism; Psychology; Musical; Music psychology; Situational ethics; Music and emotion; Popular music; Music history; Art; Literature; Social psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006800146,0.00007077592,0.0001104924,0.0001598923,0.0001239341,0.00003179359,0.0003269591,0.00006364183,0.001607857],"category_scores_gemma":[0.00007708769,0.0000615726,0.00003733896,0.00092165,0.0004823155,0.00006417261,0.00007017432,0.0001190941,0.0004276797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001129187,"about_ca_system_score_gemma":0.00003783622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054453,"about_ca_topic_score_gemma":0.0001590751,"domain_scores_codex":[0.9988931,0.00009148026,0.000142523,0.000260594,0.0002568136,0.0003554305],"domain_scores_gemma":[0.9995256,0.0001870745,0.00004712427,0.0001649471,0.00002657821,0.00004867215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005441875,0.0001461669,0.04815815,0.00004623241,0.0001080919,0.00009910494,0.5137534,0.00008395914,0.3035513,0.005997198,0.09762494,0.03037715],"study_design_scores_gemma":[0.002568342,0.001350261,0.4516299,0.00009161117,0.00004358555,0.00006419219,0.4943258,0.003829354,0.01469969,0.01846337,0.01186563,0.001068284],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662524,0.0004638683,0.0000449945,0.0002628201,0.0005164341,0.00007697772,0.00001767957,0.00004664117,0.03231816],"genre_scores_gemma":[0.9961368,0.00001354554,0.0001277424,0.0001183254,0.00004753262,0.000009978231,0.00001972024,0.000006331595,0.003520035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4034718,"threshold_uncertainty_score":0.9993048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08179394817976356,"score_gpt":0.3742234891255045,"score_spread":0.2924295409457409,"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."}}