{"id":"W2979441047","doi":"10.1016/j.chom.2019.09.011","title":"Not Just a Passing Phage","year":2019,"lang":"en","type":"letter","venue":"Cell Host & Microbe","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Biology; Computational biology; Virology; Microbiology","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":[0.005216036,0.0007365128,0.001214482,0.0004345348,0.006817843,0.005319989,0.001396849,0.05639133,0.005458723],"category_scores_gemma":[0.02119919,0.000682961,0.001012511,0.000261876,0.006458133,0.007229355,0.004475354,0.05909537,0.004404878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003811303,"about_ca_system_score_gemma":0.005639387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006837791,"about_ca_topic_score_gemma":0.01264023,"domain_scores_codex":[0.9952199,0.0009830347,0.00032591,0.0009214891,0.001615369,0.0009343292],"domain_scores_gemma":[0.9912849,0.003356879,0.0005764486,0.0007178651,0.001461684,0.002602179],"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":[0.00004332575,0.00002729552,0.000379713,0.00004863238,0.00002215228,0.0005780914,0.0003679368,0.00001801127,0.0003951683,0.01458533,0.9718148,0.01171951],"study_design_scores_gemma":[0.00003556325,0.00003943779,0.0004060866,0.0001000761,0.00001758671,0.0005929393,0.0004052822,0.00004810037,0.0002366947,0.01659218,0.981492,0.0000340807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003773808,0.002983738,0.0001728768,0.9550605,0.03716703,0.000005157972,0.00001444612,0.00002449721,0.00419441],"genre_scores_gemma":[0.003632477,0.0008429813,0.0001257489,0.9655272,0.01575401,0.00001213547,0.00001174035,0.00001395856,0.01407983],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05639133,"threshold_uncertainty_score":0.02765304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398275952209451,"score_gpt":0.2272024922665197,"score_spread":0.2132197327444252,"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."}}