{"id":"W4312815865","doi":"10.21083/csieci.v15i1.6255","title":"Our Instruments are Our Masks: Developing Communication Skills and Confidence Through Collective Free Improvisation","year":2022,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Improvisation; Context (archaeology); Feeling; Psychology; Persona; Musical; Social psychology; Aesthetics; Visual arts; Computer science; Art; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007185776,0.0004838376,0.0003697471,0.001417297,0.006630231,0.008891268,0.001334762,0.00198198,0.00473469],"category_scores_gemma":[0.01398649,0.0002737071,0.0003894171,0.000469139,0.02494283,0.007401977,0.01343416,0.003552167,0.0005441435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002065901,"about_ca_system_score_gemma":0.002050413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122118,"about_ca_topic_score_gemma":0.001320698,"domain_scores_codex":[0.992151,0.00514012,0.0001568967,0.0004617984,0.001261199,0.0008289169],"domain_scores_gemma":[0.9905782,0.006371988,0.000918359,0.0007212924,0.0004644296,0.000945616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005812835,0.000105338,0.002080436,0.0001756463,0.00001550985,0.0007189831,0.9071044,0.0001573655,0.002813042,0.04686489,0.001134767,0.03877153],"study_design_scores_gemma":[0.00003881733,0.0002983428,0.007114137,0.0004499657,0.0000311724,0.001577041,0.8332556,0.0006304494,0.002888039,0.03967918,0.1139695,0.00006781144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8246568,0.00158115,0.01632929,0.009092947,0.0002619319,0.0000952214,0.00001645924,0.0001096798,0.1478565],"genre_scores_gemma":[0.9943715,0.0001886371,0.001037208,0.0002120603,0.00003054284,0.0000231511,0.000005375648,0.00002222541,0.004109329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008891268,"threshold_uncertainty_score":0.03800243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269062625141798,"score_gpt":0.3733023423200058,"score_spread":0.246396079805826,"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."}}