{"id":"W1996773098","doi":"10.1038/nmeth.2444","title":"Elements of visual style","year":2013,"lang":"en","type":"article","venue":"Nature Methods","topic":"Genome Rearrangement Algorithms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"Style (visual arts); Computer science; Process (computing); Computational biology; Biology; Programming language; Visual arts; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001704888,0.001574071,0.0006610854,0.002330701,0.001082825,0.00664754,0.002761181,0.001746668,0.146625],"category_scores_gemma":[0.01293782,0.0007762778,0.001060189,0.001655053,0.001776316,0.005699121,0.003911928,0.002507389,0.07886268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005237365,"about_ca_system_score_gemma":0.000749963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001316901,"about_ca_topic_score_gemma":0.001580632,"domain_scores_codex":[0.9985279,0.0004029158,0.0001164502,0.0002643264,0.0005901323,0.00009827789],"domain_scores_gemma":[0.9948591,0.001623497,0.0001246634,0.001441573,0.001486614,0.0004646565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002522397,0.00006880285,0.0005668489,0.0005924887,0.00004206179,0.0001562907,0.0009565189,0.00235743,0.009903743,0.2440555,0.3400458,0.4010022],"study_design_scores_gemma":[0.00004537746,0.00004071995,0.0004259195,0.0002251053,0.0000274174,0.0003328831,0.0002883036,0.01763553,0.005297455,0.2324267,0.7431914,0.00006324417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008148145,0.0003410843,0.9165559,0.001667699,0.0008740904,0.0001414261,0.002270013,0.02080321,0.05653175],"genre_scores_gemma":[0.05119083,0.001301582,0.8078175,0.002343648,0.001142842,0.001037422,0.005979814,0.02332876,0.1058576],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.146625,"threshold_uncertainty_score":0.4905093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008134924044573763,"score_gpt":0.3637503546552582,"score_spread":0.3556154306106844,"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."}}