{"id":"W4415309045","doi":"10.1128/iai.00268-25","title":"Bacteriophage Mu contamination impacts interbacterial competition","year":2025,"lang":"en","type":"article","venue":"Infection and Immunity","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Bacteriophage; Contamination; Competition (biology); Mutant; Strain (injury); Bacteria","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":[0.0009818068,0.0006216677,0.0006913481,0.0004172808,0.0004363292,0.001136451,0.000600963,0.0006192626,0.002014729],"category_scores_gemma":[0.001804484,0.000264351,0.0004206069,0.0002833509,0.0004103293,0.0004999635,0.001440703,0.001107579,0.0004312848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355052,"about_ca_system_score_gemma":0.0003665488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459743,"about_ca_topic_score_gemma":0.001440155,"domain_scores_codex":[0.9975607,0.0005798563,0.000181392,0.0003397525,0.0009697135,0.0003686758],"domain_scores_gemma":[0.998541,0.0005111785,0.0002494007,0.0002039502,0.0003025601,0.0001919634],"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":[0.000120731,0.00006320253,0.002069057,0.00005098444,0.00001346824,0.00004578234,0.00004325426,0.00003963556,0.9959792,0.00006093078,0.00005448253,0.001459266],"study_design_scores_gemma":[0.00001245437,0.0009568249,0.01736812,0.00002328691,0.00003659073,0.0004466604,0.0002366443,0.001081331,0.9776896,0.0001231194,0.001989265,0.00003618358],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953113,0.0006522441,0.002427157,0.0001156046,0.00004802868,0.00003234632,0.0002017695,0.00007475865,0.001136842],"genre_scores_gemma":[0.9959844,0.0002253751,0.002337137,0.0001102488,0.000009134964,0.00002567112,0.0003164905,0.00004996502,0.0009415928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002014729,"threshold_uncertainty_score":0.006739914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005034290085226553,"score_gpt":0.2418696598427044,"score_spread":0.2368353697574779,"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."}}