{"id":"W3199310317","doi":"10.17504/protocols.io.bxhhpj36","title":"FindingNemo Library 1: Modified ULK001 v1","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Adapter (computing); Transposase; Protocol (science); Computer science; DNA sequencer; Computational biology; DNA; Operating system; DNA sequencing; Biology; Genetics; Genome; Medicine; Gene","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":[0.0006942906,0.001540732,0.001256215,0.001251341,0.0007725158,0.001426776,0.001678773,0.001026152,0.02831746],"category_scores_gemma":[0.001520114,0.000985318,0.0007532573,0.001066959,0.0004678379,0.0008205571,0.001691318,0.001840829,0.04047775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00047078,"about_ca_system_score_gemma":0.0009011338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005381926,"about_ca_topic_score_gemma":0.001037075,"domain_scores_codex":[0.9989308,0.0001144511,0.00009707068,0.0002966895,0.0003923716,0.0001686349],"domain_scores_gemma":[0.9995434,0.0001022311,0.00004173668,0.0001524191,0.0000950695,0.0000651923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004285917,0.0001603629,0.0006664451,0.001002835,0.00004550839,0.0002682168,0.000169988,0.0004856245,0.9252636,0.00170981,0.01535449,0.05444449],"study_design_scores_gemma":[0.0000327289,0.0001821467,0.001195839,0.00004949322,0.00004112001,0.0005915149,0.00004871581,0.001009986,0.8617946,0.0005216054,0.1344776,0.00005464536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.1430776,0.002944509,0.6307445,0.0007206395,0.0009769463,0.005504442,0.0818992,0.06875312,0.06537904],"genre_scores_gemma":[0.1253013,0.002328385,0.4900526,0.001173969,0.0001355647,0.008020417,0.2388021,0.01962878,0.1145568],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02831746,"threshold_uncertainty_score":0.09473133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495649678791866,"score_gpt":0.2680667878684378,"score_spread":0.2531102910805191,"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."}}