{"id":"W7068092177","doi":"","title":"The Sonika Album","year":2010,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nothing; Feeling; Lyrics; Globe; Musical","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":[0.0003534942,0.0009695704,0.0002979829,0.0009629086,0.002442586,0.003531608,0.0005638766,0.0007492268,0.2333874],"category_scores_gemma":[0.001267375,0.0002772853,0.0002250485,0.0003236657,0.0007307478,0.002617401,0.002941141,0.001660908,0.08691104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103724,"about_ca_system_score_gemma":0.0006535579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002453328,"about_ca_topic_score_gemma":0.01002084,"domain_scores_codex":[0.9997243,0.00003826329,0.000009164334,0.00006392794,0.0001181863,0.00004600812],"domain_scores_gemma":[0.999507,0.00006793175,0.00001971042,0.00003786189,0.00009587115,0.0002716902],"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":[0.0000488201,0.0000220499,0.0001761914,0.00009291616,0.000001786463,0.0002131559,0.001198249,0.0000369528,0.001406689,0.0122183,0.9017124,0.0828725],"study_design_scores_gemma":[0.000001606263,0.000006602519,0.0001270919,0.00003514343,6.448467e-7,0.0001681445,0.0002899563,0.00002634407,0.0001606992,0.0003207192,0.9988604,0.000002843136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005343866,0.006422571,0.002392761,0.0112272,0.01674675,0.00007138473,0.000553051,0.001693644,0.9555488],"genre_scores_gemma":[0.009986418,0.001146954,0.0006656484,0.0009661437,0.001341827,0.00002705042,0.0001867319,0.0006070618,0.9850721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7666126,"threshold_uncertainty_score":0.7807587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002837649350459473,"score_gpt":0.1869350902225269,"score_spread":0.1840974408720674,"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."}}