{"id":"W1530094292","doi":"","title":"Community Singing as Troubled Learning: Exploring Musical, Social, and Ethical Dimensions of Safety and Risk among Adult Singers","year":2014,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Feeling; Psychology; Singing; Conceptualization; Musical; Social psychology; Visual arts","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006360701,0.0005237393,0.0006783433,0.001985014,0.00863123,0.01062325,0.001904482,0.003377988,0.002411075],"category_scores_gemma":[0.01094242,0.0004689995,0.0005344783,0.0008797869,0.01463821,0.007143492,0.01113597,0.004732565,0.0003105554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00327515,"about_ca_system_score_gemma":0.003061179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00557801,"about_ca_topic_score_gemma":0.0124227,"domain_scores_codex":[0.9950311,0.003182027,0.0001312054,0.0003186444,0.0005966765,0.0007403957],"domain_scores_gemma":[0.9921591,0.004911982,0.001027423,0.0002456678,0.0005066947,0.001149115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001127916,0.00004813889,0.004884095,0.00005299703,0.000004839092,0.0002819857,0.9890752,0.00001851662,0.0002669876,0.00175774,0.0001208857,0.003477237],"study_design_scores_gemma":[0.000001517083,0.00003066146,0.003344901,0.00005434772,0.000003878295,0.0001422499,0.9937546,0.00004517537,0.00006790829,0.0008104791,0.001737213,0.000007053823],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988922,0.0005921761,0.001164953,0.001902711,0.00003575065,0.00005295983,0.00001381957,0.000007876717,0.007307778],"genre_scores_gemma":[0.9976853,0.0003879692,0.0004729811,0.0002527259,0.00002018363,0.00003851884,0.00000715644,0.000006317771,0.001128796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01062325,"threshold_uncertainty_score":0.03363895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981648796103185,"score_gpt":0.2288383278265238,"score_spread":0.199021839865492,"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."}}