{"id":"W7033873529","doi":"","title":"Singing the Light #1","year":2016,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Singing; Sample (material); Chorus; Class (philosophy)","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":[],"consensus_categories":[],"category_scores_codex":[0.0004921744,0.0007009342,0.0003536068,0.0007931968,0.002246039,0.001407663,0.000781931,0.0005422832,0.2532954],"category_scores_gemma":[0.001442498,0.0003510579,0.000506159,0.0005255525,0.0006037569,0.0008101086,0.001881748,0.001199649,0.1173352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005328285,"about_ca_system_score_gemma":0.001016057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003348663,"about_ca_topic_score_gemma":0.01102265,"domain_scores_codex":[0.9994117,0.00004793423,0.00002836531,0.0001895411,0.0002504236,0.00007204452],"domain_scores_gemma":[0.9994681,0.00007276868,0.00002069168,0.0001357641,0.0002236155,0.00007895908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005538648,0.0003211847,0.002753815,0.001153289,0.00001185667,0.0002486193,0.004066384,0.0001302956,0.07332648,0.006562095,0.287393,0.6234791],"study_design_scores_gemma":[0.00004436519,0.0003781204,0.01551705,0.000237972,0.00002268753,0.0005993655,0.001890213,0.000248228,0.03184498,0.0009742962,0.9481895,0.00005315528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08398462,0.0004876184,0.02801737,0.001029847,0.001619295,0.00214006,0.01389465,0.006424411,0.8624022],"genre_scores_gemma":[0.1101423,0.0005173805,0.04667682,0.0007621805,0.0001442306,0.001108612,0.007698807,0.003594426,0.8293552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2532954,"threshold_uncertainty_score":0.8473575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448755161124012,"score_gpt":0.1950024774104913,"score_spread":0.1805149257992511,"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."}}