{"id":"W6986205884","doi":"","title":"Outside the Box [HD video]","year":2015,"lang":"en","type":"other","venue":"Research Output (Edinburgh Napier University)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jazz; Depiction; Portrait; Blues; Studio; Exhibition","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":["insufficient_payload"],"category_scores_codex":[0.0002490593,0.001040636,0.0006671962,0.0006021515,0.001076805,0.002462008,0.001171026,0.001198735,0.8843137],"category_scores_gemma":[0.001350712,0.0004349975,0.0003453006,0.001025131,0.0002936166,0.002265084,0.001616176,0.001543743,0.7190238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849355,"about_ca_system_score_gemma":0.0004967291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003693393,"about_ca_topic_score_gemma":0.006652743,"domain_scores_codex":[0.9998229,0.00001309627,0.00000774546,0.00004223265,0.00007353097,0.00004051246],"domain_scores_gemma":[0.9992748,0.00008348535,0.00002488528,0.0000987578,0.0003053782,0.0002125953],"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":[0.0001429245,0.00004205826,0.00005148798,0.0001533928,0.000002764029,0.00005652578,0.00005857852,0.00003948202,0.001800942,0.0004882142,0.9570588,0.04010488],"study_design_scores_gemma":[0.00004112897,0.00004569521,0.001825667,0.0001337325,0.000003389957,0.0001180589,0.0001282187,0.000109063,0.0004953253,0.0003511471,0.9967361,0.00001252893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00146797,0.0009465224,0.002296767,0.001197521,0.00389867,0.0006114596,0.02701537,0.008271358,0.9542943],"genre_scores_gemma":[0.01198708,0.001130579,0.002494802,0.001760154,0.001549663,0.0004679237,0.02205969,0.003440626,0.9551095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1156863,"threshold_uncertainty_score":0.1650124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03841072942026413,"score_gpt":0.3070933221134086,"score_spread":0.2686825926931444,"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."}}