{"id":"W4280526864","doi":"10.1177/87551233221095051","title":"“Unlearning and Relearning”: Adolescent Students’ Perspectives on Transitioning to a New Teacher and Environment","year":2022,"lang":"en","type":"article","venue":"Update Applications of Research in Music Education","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychology; Anxiety; Perception; Attribution; Process (computing); Transition (genetics); Mathematics education; Pedagogy; Social psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008572694,0.00009460073,0.0001102093,0.0007077585,0.0006820573,0.0001359161,0.0002162377,0.00001859482,0.002487272],"category_scores_gemma":[0.00003155341,0.0001059995,0.00001785708,0.0002375683,0.0002170887,0.0001221232,0.0001669066,0.0004364873,0.00005250525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718551,"about_ca_system_score_gemma":0.0002129021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005791379,"about_ca_topic_score_gemma":0.0000482257,"domain_scores_codex":[0.9984054,0.000239634,0.0002101477,0.0003969042,0.0005533034,0.0001945999],"domain_scores_gemma":[0.9993413,0.00009625449,0.00007323916,0.0002718295,0.00009021223,0.0001271522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007736938,0.002289344,0.004646282,0.00007901776,0.00002972347,5.410311e-7,0.5055742,0.0004176279,0.0001982204,0.3674177,0.02334265,0.09592732],"study_design_scores_gemma":[0.0002485519,0.0001252684,0.007258678,0.00005756587,0.000007875168,0.000001450751,0.3476361,0.00001897027,0.00001271171,0.002605085,0.6419105,0.00011721],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762267,0.0006386017,0.0002659525,0.01035956,0.0001197611,0.001513073,0.00001186404,0.0000317548,0.01083273],"genre_scores_gemma":[0.9920251,0.0001534076,0.0007566402,0.0002902357,0.0002641512,0.0009816221,0.00003609558,0.00001862221,0.005474158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6185679,"threshold_uncertainty_score":0.9984246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07031582829755255,"score_gpt":0.3419216595194849,"score_spread":0.2716058312219323,"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."}}