{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001571186,0.00034986,0.0003135325,0.0007463581,0.0002558468,0.00008744188,0.001548496,0.0006915489,0.001037455],"category_scores_gemma":[0.0005834562,0.0002863307,0.0001665906,0.0006941781,0.000588537,0.000007603046,0.00125028,0.00112162,0.0003294799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420939,"about_ca_system_score_gemma":0.0007056665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003347803,"about_ca_topic_score_gemma":0.0002674576,"domain_scores_codex":[0.9970787,0.0003784735,0.0002026076,0.0005289146,0.001043606,0.0007677307],"domain_scores_gemma":[0.997802,0.00008134809,0.0001775167,0.001228829,0.0003894957,0.000320879],"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":[0.00006312804,0.00003103442,0.0001519731,0.00003441882,0.000203059,0.00004018494,0.0001535976,0.00002021684,0.0001756698,0.0002209334,0.9978431,0.001062656],"study_design_scores_gemma":[0.0005706956,0.0001989951,0.00001289457,0.00007299718,0.00003557389,0.00001174162,0.000476486,0.00007626093,0.0001617385,0.00003952545,0.9980175,0.0003256228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001196208,0.001213533,0.0006400485,0.0007394672,0.0003350864,0.0005716249,0.0001145881,0.00009235655,0.9961737],"genre_scores_gemma":[0.001199452,0.0009311592,0.0005778503,0.0001334651,0.0011436,0.000003087083,0.0003371276,0.000221375,0.9954529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.001079831,"threshold_uncertainty_score":0.9999589,"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."}}