{"id":"W7022670833","doi":"","title":"0267.1.00.pdf","year":2020,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cambridge; Wilfrid Laurier University; Yale University","keywords":"Musical; Conversation; Studio; Singing; Opera; Brother; Piano","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006465245,0.0007969638,0.0005932904,0.002362859,0.001175272,0.00869236,0.001544389,0.001939798,0.9402118],"category_scores_gemma":[0.002981098,0.000681587,0.0007538415,0.001933318,0.00053461,0.003249884,0.003524691,0.001440194,0.9405981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253949,"about_ca_system_score_gemma":0.0009373552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003374655,"about_ca_topic_score_gemma":0.00251925,"domain_scores_codex":[0.9994861,0.00004914894,0.00002923414,0.00006355398,0.0002654257,0.000106548],"domain_scores_gemma":[0.9986649,0.0001946589,0.0000526886,0.0002655004,0.0005210548,0.000301126],"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":[0.00003157447,0.00002280674,0.00009552803,0.0001210353,0.000001899655,0.00003277766,0.00005530394,0.00003254147,0.0001811981,0.002395284,0.9139897,0.08304025],"study_design_scores_gemma":[0.000008378618,0.000007002614,0.0002574126,0.00008352749,8.516728e-7,0.00003355163,0.00004263909,0.00002543073,0.0001427135,0.000416161,0.9989758,0.000006514455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002750476,0.0003480142,0.0009221974,0.000762277,0.001189638,0.00009474403,0.01495126,0.008797281,0.9726595],"genre_scores_gemma":[0.001453065,0.0003395224,0.0003966898,0.0004171366,0.0002200842,0.00005954051,0.005645081,0.003015691,0.9884531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05978823,"threshold_uncertainty_score":0.0852806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068581881830041,"score_gpt":0.2662562383141151,"score_spread":0.2455704194958147,"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."}}