{"id":"W4414150462","doi":"10.1080/17483107.2025.2556025","title":"RETRACTED ARTICLE: Choral harmony: the role of collective singing in ritual, cultural identity and cognitive-affective synchronisation in the age of AI","year":2025,"lang":"en","type":"article","venue":"Disability and Rehabilitation Assistive Technology","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":0,"is_retracted":true,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Choir; Embodied cognition; Singing; Identity (music); Foundation (evidence); Cultural identity; Citizen journalism; Performance practice","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001849087,0.0008025913,0.0005911984,0.001053233,0.002006957,0.003734586,0.001740892,0.006121464,0.01899988],"category_scores_gemma":[0.01114484,0.000199816,0.0004539295,0.0005291555,0.002591895,0.002216996,0.00239951,0.00424862,0.00674978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160351,"about_ca_system_score_gemma":0.002304264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004315167,"about_ca_topic_score_gemma":0.004422998,"domain_scores_codex":[0.9992689,0.0001585983,0.00009012983,0.000158101,0.0002364368,0.00008773378],"domain_scores_gemma":[0.9945049,0.003215546,0.0002708632,0.0002277321,0.001385391,0.0003955442],"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":[0.0002261364,0.00007391546,0.001802714,0.001737153,0.00004712982,0.004864516,0.003877648,0.0001703794,0.001404765,0.009277781,0.8541992,0.1223187],"study_design_scores_gemma":[0.00003318629,0.0001725422,0.004458495,0.001883779,0.00005667106,0.008564801,0.004795421,0.0005502643,0.001604648,0.006686241,0.9711383,0.00005569496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.01118258,0.02693209,0.00332345,0.2731229,0.6652333,0.0001429314,0.000637203,0.0003049678,0.0191206],"genre_scores_gemma":[0.1297492,0.05371092,0.003856444,0.1138609,0.538723,0.0002672207,0.0006334297,0.000567741,0.1586312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9938785,"threshold_uncertainty_score":0.0635609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690483534929784,"score_gpt":0.322967910831331,"score_spread":0.3060630754820332,"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."}}