{"id":"W1576937868","doi":"10.20360/g2ts30","title":"Special Issue: Language, Literacy, and Singing","year":2014,"lang":"en","type":"article","venue":"Language and Literacy","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Singing; Literacy; Linguistics; Sociology; Pedagogy; Philosophy; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00224474,0.004102831,0.004572573,0.006395071,0.003271095,0.007131997,0.002910967,0.0110251,0.1366057],"category_scores_gemma":[0.008159732,0.001101898,0.002461892,0.002927841,0.001809027,0.004509446,0.004232403,0.005131581,0.04963641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637534,"about_ca_system_score_gemma":0.002559068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499037,"about_ca_topic_score_gemma":0.003194818,"domain_scores_codex":[0.9982743,0.00021401,0.00036926,0.0002925379,0.0005469361,0.0003029169],"domain_scores_gemma":[0.9908316,0.002534074,0.0007077969,0.0004353359,0.002565485,0.002925723],"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":[0.0001741545,0.0001611794,0.0008490834,0.001167568,0.00002559577,0.0006100392,0.00007202271,0.00007782508,0.0003530945,0.0006475603,0.9614911,0.03437081],"study_design_scores_gemma":[0.00007305112,0.0002316559,0.005587488,0.001967306,0.00004758934,0.002634186,0.0002123069,0.0002530097,0.0001967576,0.001952258,0.9868051,0.00003932492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001013823,0.02357027,0.0003271051,0.02503388,0.9243145,0.0002303664,0.0005445766,0.0001706198,0.0247948],"genre_scores_gemma":[0.001920818,0.0170246,0.0001856996,0.007701981,0.9271389,0.0002212012,0.0005529594,0.0001063882,0.04514755],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1366057,"threshold_uncertainty_score":0.4569916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006955556370608533,"score_gpt":0.2581288188225002,"score_spread":0.2511732624518916,"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."}}