{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002829103,0.0002933334,0.0002232224,0.00002923206,0.0001245984,0.00006740267,0.0005425913,0.0006369455,0.07031184],"category_scores_gemma":[0.0002998998,0.0002272679,0.000156717,0.000004224606,0.0002172324,1.038125e-8,0.0001832929,0.000430728,0.004775099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008947536,"about_ca_system_score_gemma":0.00004320873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009586994,"about_ca_topic_score_gemma":0.002577573,"domain_scores_codex":[0.9987237,0.0000531675,0.000491072,0.0001480513,0.0002912527,0.0002927566],"domain_scores_gemma":[0.9985148,0.00004498588,0.0005967952,0.0006477121,0.0001096079,0.00008604198],"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":[0.00003695228,0.00001219394,0.000004242406,0.0001354204,0.0000602525,0.000001117913,0.00002370917,0.00003796008,0.000007804923,0.00003528545,0.99625,0.003395047],"study_design_scores_gemma":[0.0002660478,0.0001235929,0.000006080885,0.00004870988,0.00002587761,0.00004964157,0.00003333661,0.00002510117,0.00008807998,0.00000382981,0.9990678,0.0002618765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004017924,0.0004119927,0.00000175389,0.0001952065,0.0004601352,0.000298541,0.00006420862,0.00006101256,0.998467],"genre_scores_gemma":[0.0002182478,0.0005512773,0.001721678,0.0003088578,0.0003127266,0.0000140646,0.0003223809,0.0001233167,0.9964275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06553674,"threshold_uncertainty_score":0.9959998,"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."}}