{"id":"W2017648466","doi":"10.3791/1387","title":"Large Insert Environmental Genomic Library Production","year":2009,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft; Tula Foundation","keywords":"Fosmid; Biology; Insert (composites); genomic DNA; Genomic library; Metagenomics; Nanopore sequencing; DNA; Genetics; DNA sequencing; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001286212,0.001395334,0.001510514,0.002345358,0.0007221104,0.001394534,0.001934996,0.001038466,0.0125914],"category_scores_gemma":[0.001538311,0.0006119049,0.001288606,0.002309575,0.0005786662,0.0005230839,0.002053871,0.001735966,0.01611807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000463434,"about_ca_system_score_gemma":0.0008190681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000686313,"about_ca_topic_score_gemma":0.00121784,"domain_scores_codex":[0.9982736,0.0002606678,0.0001822043,0.0003948585,0.0006023828,0.0002862081],"domain_scores_gemma":[0.9991776,0.0001536911,0.0001059084,0.0002046737,0.0002146984,0.0001433548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003315296,0.0002900814,0.000745953,0.0008250382,0.00004494341,0.0006100842,0.0001414994,0.0008237563,0.9538597,0.001668068,0.004944442,0.03571482],"study_design_scores_gemma":[0.000192097,0.001472246,0.005781932,0.000224184,0.0002592521,0.001806238,0.0001456361,0.003144996,0.8275806,0.001062147,0.1582062,0.0001246366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1440827,0.004711408,0.6877566,0.000854614,0.0009414296,0.01772308,0.08569426,0.01539323,0.04284268],"genre_scores_gemma":[0.1605861,0.007522147,0.4365757,0.000870868,0.0002367929,0.007916279,0.3120962,0.002808465,0.07138742],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0125914,"threshold_uncertainty_score":0.04212242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223372556481145,"score_gpt":0.3369217124802431,"score_spread":0.3246879869154317,"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."}}