{"id":"W3211196197","doi":"10.53830/gpae2455","title":"Coming Home; Together Again!","year":2021,"lang":"en","type":"article","venue":"Journal of Singing","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Studio; Casual; Visual arts; Performing arts; Sociology; Psychology; Media studies; Art; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001149909,0.001389032,0.0007552635,0.0008040345,0.008486989,0.009153935,0.001389695,0.003048291,0.5393606],"category_scores_gemma":[0.005694626,0.0005894905,0.0007440801,0.0004975859,0.001345074,0.007316296,0.01222166,0.007167657,0.5358645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137825,"about_ca_system_score_gemma":0.001833633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004321166,"about_ca_topic_score_gemma":0.01256379,"domain_scores_codex":[0.9983151,0.0003855224,0.00004546569,0.0002562999,0.0005421409,0.0004556077],"domain_scores_gemma":[0.993006,0.0001217931,0.0001460501,0.0001854206,0.001112368,0.005428297],"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":[0.000006573263,0.00002303131,0.0001055219,0.00002191552,0.000001346151,0.00004926225,0.0002916665,0.000004309869,0.00007923204,0.0003513313,0.9847441,0.01432162],"study_design_scores_gemma":[0.00000237432,0.00001280577,0.0002869365,0.00004497011,0.000001500276,0.0001075658,0.00131258,0.000009435168,0.00004952967,0.0002022404,0.9979607,0.00000934631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00320804,0.004768348,0.003655013,0.1288184,0.07152843,0.0003855334,0.001294469,0.005030173,0.7813118],"genre_scores_gemma":[0.005478165,0.001278993,0.001030574,0.02283065,0.002565902,0.0001343314,0.0003996585,0.0008681374,0.9654136],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5393606,"threshold_uncertainty_score":0.6570462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0993936208110737,"score_gpt":0.2384543616341179,"score_spread":0.1390607408230442,"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."}}