{"id":"W1901277137","doi":"10.1007/978-1-4939-0715-1_4","title":"Next-Generation Sequencing Platforms","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in systems biology","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"DNA sequencing; Computer science; Computational biology; Biology; Genetics; DNA","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01004259,0.0004090116,0.0009067259,0.001049774,0.0001728087,0.0006507212,0.001584989,0.0005490729,0.0002701272],"category_scores_gemma":[0.001137414,0.0003126252,0.0001764272,0.0002022377,0.0002015078,0.0001552439,0.0007943794,0.0004252823,0.001956376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591331,"about_ca_system_score_gemma":0.0001284431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003849746,"about_ca_topic_score_gemma":0.0003892839,"domain_scores_codex":[0.9949281,0.0001136388,0.001807793,0.001773341,0.0008778206,0.0004993087],"domain_scores_gemma":[0.995923,0.0006554969,0.0008999548,0.00217015,0.0002299796,0.0001213606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008976991,0.00000580906,0.0005572804,0.00004089081,0.00003952735,0.00002876455,0.0001796452,0.001409478,0.0006337167,0.9082285,0.02336341,0.06550398],"study_design_scores_gemma":[0.0002118212,0.00006370692,0.00005171256,0.0002093846,0.00001156863,0.00002161513,0.00007640861,0.02225839,0.00002128698,0.0318233,0.9447881,0.0004627358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009115162,0.002455028,0.05886339,0.0001914211,0.02704119,0.001196474,0.00009513384,0.0002559137,0.9007863],"genre_scores_gemma":[0.4452282,0.00005187309,0.000474501,0.0002185322,0.002178636,0.00002504773,0.0001788267,0.00005233697,0.5515921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9214247,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.33168244000305,"score_gpt":0.3561634898048866,"score_spread":0.02448104980183657,"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."}}