{"id":"W4303647440","doi":"10.1038/s41396-022-01327-3","title":"Mortality by ribosomal sequencing (MoRS) provides a window into taxon-specific cell lysis","year":2022,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Government of Canada; Ministry of Technology, Innovation and Citizens' Services; Tula Foundation; Gordon and Betty Moore Foundation","keywords":"Biology; Ribosomal RNA; Taxon; Pyrosequencing; Prochlorococcus; Lysis; Ecology; Botany; Synechococcus; Zoology; Cyanobacteria; Bacteria; Genetics; Gene; Molecular biology","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":[0.0004374902,0.0003957388,0.0002803136,0.0007855806,0.0002247806,0.00055185,0.0001743707,0.0003215825,0.001056704],"category_scores_gemma":[0.000930602,0.0001643617,0.0003504197,0.0006508075,0.000303785,0.0003412802,0.0004583437,0.0004121774,0.0006167252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671028,"about_ca_system_score_gemma":0.0001070191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004769922,"about_ca_topic_score_gemma":0.0009226851,"domain_scores_codex":[0.9994851,0.00008278755,0.0000515589,0.0001660359,0.0001388541,0.00007562423],"domain_scores_gemma":[0.9992679,0.0001873016,0.0003294049,0.0000589147,0.000104827,0.00005176693],"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":[0.0002487084,0.00003141036,0.0818537,0.00009013498,0.00004961025,0.00006473471,0.0002330796,0.0002564256,0.9081007,0.0001116739,0.00008678883,0.008873191],"study_design_scores_gemma":[0.000003902499,0.0005201062,0.7790914,0.00002728745,0.00005831352,0.0005273174,0.0005404449,0.004425285,0.2119178,0.0003097867,0.002558012,0.00002033021],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910367,0.0005515454,0.005907279,0.00003135728,0.00001300098,0.00001849198,0.001254437,0.00008212581,0.001105147],"genre_scores_gemma":[0.9944904,0.0001385975,0.003663782,0.00003591727,0.000009948939,0.00002220191,0.001155643,0.0000221619,0.0004614185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001056704,"threshold_uncertainty_score":0.003535032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357100292032044,"score_gpt":0.2228429661922093,"score_spread":0.2092719632718889,"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."}}