{"id":"W4313647191","doi":"10.1177/20592043221145000","title":"Practice, Performance, and Anxiety: A Pilot Study on Student Perception of Parental Involvement and Formal Music Lessons","year":2023,"lang":"en","type":"article","venue":"Music & Science","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Anxiety; Psychology; Perception; Piano; Developmental psychology; Music education; Clinical psychology; Pedagogy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001567519,0.000311217,0.0003413595,0.0005086375,0.0009685239,0.001070815,0.0002853617,0.000411645,0.001854441],"category_scores_gemma":[0.004816262,0.0004181044,0.0003742474,0.000305042,0.0006539626,0.0005168587,0.0008753351,0.001200526,0.0003079679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003882,"about_ca_system_score_gemma":0.0007095304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003945276,"about_ca_topic_score_gemma":0.009242989,"domain_scores_codex":[0.9991652,0.0002964471,0.00005716312,0.00006872042,0.0001852195,0.0002272772],"domain_scores_gemma":[0.9954734,0.001446133,0.001031401,0.0001962121,0.0004252494,0.001427583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002230105,0.002189101,0.9648278,0.00003040271,0.00003623152,0.0002579463,0.02231766,0.00002531457,0.001388608,0.00002741646,0.0001064128,0.008570032],"study_design_scores_gemma":[0.00001785502,0.002281492,0.9701439,0.00001032902,0.00002417284,0.0002812541,0.02632139,0.0001073145,0.0003736232,0.00001519954,0.0004134839,0.00001000502],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998555,0.00001043495,0.0000144257,0.000009024454,0.000001213223,0.000004690428,0.000006215663,5.374072e-7,0.00009799162],"genre_scores_gemma":[0.9996283,0.00003634569,0.0000589645,0.00002076993,0.00000355,0.00001330515,0.00001994417,7.842557e-7,0.0002179762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003945276,"threshold_uncertainty_score":0.008289874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313873535147269,"score_gpt":0.3176859958246158,"score_spread":0.1862986423098889,"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."}}