{"id":"W2801586537","doi":"10.1038/d41586-018-04367-y","title":"A stockpile of antiviral defences","year":2018,"lang":"en","type":"letter","venue":"Nature","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Genome; Gene; Biology; Bacteria; Stockpile; Computational biology; Bacterial genome size; Genetics","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":[0.003596272,0.0006084676,0.001040494,0.0004421963,0.002767045,0.003517876,0.001247673,0.03941283,0.006333014],"category_scores_gemma":[0.01975938,0.0004105042,0.0007407523,0.0002746324,0.005486672,0.005105207,0.002737727,0.03708969,0.003845197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002755727,"about_ca_system_score_gemma":0.001965926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065623,"about_ca_topic_score_gemma":0.00188469,"domain_scores_codex":[0.9973773,0.000754925,0.0002387491,0.000355164,0.0008920344,0.0003818278],"domain_scores_gemma":[0.9889696,0.007033456,0.0005276595,0.0006350805,0.001353831,0.00148047],"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":[0.00009824343,0.00003555869,0.0002858522,0.00006887822,0.00001309835,0.001348472,0.0001270146,0.00005125668,0.0006685199,0.0147823,0.9577875,0.02473339],"study_design_scores_gemma":[0.00007934284,0.0000417532,0.0003520935,0.0001134009,0.00001081794,0.0009679359,0.0001731309,0.0002427986,0.0004580607,0.03530919,0.9622284,0.00002311732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005244098,0.00399322,0.0002189826,0.9636778,0.02866977,0.000004530736,0.00002123672,0.00002969909,0.002860236],"genre_scores_gemma":[0.01498497,0.003721216,0.0004119487,0.8618783,0.1067135,0.00003310166,0.00003059964,0.00003302588,0.01219339],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03941283,"threshold_uncertainty_score":0.02118605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005635045553210795,"score_gpt":0.2401493954359515,"score_spread":0.2345143498827407,"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."}}