{"id":"W2725120278","doi":"10.1145/3079452.3079477","title":"GENOMEVIEWER","year":2017,"lang":"en","type":"article","venue":"","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Data science; Computer science; Big data; SPARK (programming language); Genomics; Cloud computing; Software; Field (mathematics); Visualization; Scale (ratio); Raw data; Data mining; Genome; Biology","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":[0.002202,0.002451894,0.001753887,0.002314045,0.0008762584,0.00350588,0.004272847,0.002495713,0.2017902],"category_scores_gemma":[0.004850305,0.001577736,0.001802059,0.002126888,0.0004642766,0.003511604,0.002984987,0.003707682,0.0903021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000992895,"about_ca_system_score_gemma":0.001725275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003422063,"about_ca_topic_score_gemma":0.004012257,"domain_scores_codex":[0.9990774,0.0001176384,0.00005364501,0.0002701919,0.0003582081,0.0001228343],"domain_scores_gemma":[0.9984144,0.0006111492,0.0001157556,0.0003175978,0.0003473427,0.0001936989],"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":[0.0007825675,0.00009265109,0.001513382,0.0009621904,0.0001665566,0.000331709,0.0002857842,0.001767576,0.007711053,0.008554419,0.8867869,0.09104527],"study_design_scores_gemma":[0.000308277,0.00007398048,0.002318675,0.0001979688,0.00008120007,0.0005352682,0.00007993189,0.01214946,0.01444512,0.01433383,0.9553376,0.0001386872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002561451,0.001401064,0.1472373,0.001085453,0.0009840571,0.0002997809,0.1563421,0.6510231,0.03906559],"genre_scores_gemma":[0.02987991,0.002533955,0.2653865,0.003240529,0.000337472,0.00189688,0.4357064,0.1929987,0.06801962],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2017902,"threshold_uncertainty_score":0.6750554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357334164279066,"score_gpt":0.2728148145300994,"score_spread":0.2592414728873088,"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."}}