{"id":"W2145350231","doi":"10.3968/j.css.1923669720130903.1125","title":"The Magic of Popular Songs: A Case Study of Music Mediated Early Language Development","year":2013,"lang":"en","type":"article","venue":"Canadian social science","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Girl; MAGIC (telescope); Mediation; Ethnography; Language acquisition; Language development; Psychology; Linguistics; Sociology; Developmental psychology; Mathematics education; Anthropology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002728171,0.0009084434,0.0008756563,0.001767811,0.01452444,0.003037675,0.002227537,0.002178062,0.004106375],"category_scores_gemma":[0.005082651,0.0007389558,0.0004601008,0.00136166,0.008969923,0.003056045,0.005651014,0.002569766,0.0004579253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003146488,"about_ca_system_score_gemma":0.002192829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01960697,"about_ca_topic_score_gemma":0.06864209,"domain_scores_codex":[0.9973453,0.001596,0.00008282897,0.0002300678,0.0002951597,0.000450587],"domain_scores_gemma":[0.996927,0.001975803,0.000298263,0.0002033141,0.0001273853,0.0004681813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005258721,0.0001404429,0.006298077,0.0001253271,0.000009838232,0.02070963,0.9567921,0.00004237422,0.001973933,0.004610921,0.0004212369,0.008823422],"study_design_scores_gemma":[0.00001940746,0.0001834496,0.007105396,0.0001392734,0.00002670178,0.01410459,0.9545677,0.0001775378,0.001927049,0.0009830792,0.02072955,0.00003619334],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859866,0.0004624751,0.001015983,0.0008267224,0.00002420073,0.00006369589,0.00004195852,0.00001722815,0.01156103],"genre_scores_gemma":[0.9897379,0.0009583244,0.002112462,0.0002102074,0.00002127764,0.00007968117,0.00002774188,0.00002932078,0.006823169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01960697,"threshold_uncertainty_score":0.03898573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964144951925599,"score_gpt":0.2435695729646326,"score_spread":0.2139281234453766,"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."}}