{"id":"W2419083812","doi":"10.1038/srep14217","title":"Effects of viruses on bacterial functions under contrasting nutritional conditions for four species of bacteria isolated from Hong Kong waters","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Hong Kong University of Science and Technology; Sun Yat-sen University; National Natural Science Foundation of China","keywords":"Eutrophication; Biology; Bacteria; Ecology; Abundance (ecology); Marine bacteriophage; Dominance (genetics); Population; Nutrient","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":[0.0002958705,0.0004754658,0.0003969531,0.0003679819,0.0003923454,0.0005379913,0.0001821358,0.000281442,0.0003916494],"category_scores_gemma":[0.0004745934,0.000214857,0.0003559737,0.0003247955,0.0004053977,0.0003730237,0.0005114456,0.0002829069,0.000121853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004633403,"about_ca_system_score_gemma":0.0004392151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026427,"about_ca_topic_score_gemma":0.01311888,"domain_scores_codex":[0.9996171,0.00007618534,0.00005816701,0.00009889505,0.00007026653,0.00007938411],"domain_scores_gemma":[0.9995877,0.0001034412,0.00007458117,0.00002817603,0.0001093983,0.00009668102],"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":[0.0003748495,0.00007006096,0.03726589,0.0001126118,0.0000359422,0.00008232281,0.0004705533,0.0001163324,0.9594977,0.00002679889,0.00001696171,0.001930019],"study_design_scores_gemma":[0.00001773593,0.002069982,0.6702532,0.00002084623,0.0001148539,0.0002862023,0.001934485,0.0007866815,0.323709,0.0000460641,0.000722682,0.00003832391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996911,0.00007226445,0.00004130889,0.000005407097,0.000002467769,0.000004359255,0.00006142786,9.270748e-7,0.000120665],"genre_scores_gemma":[0.9985421,0.0001413184,0.0004901666,0.00002140156,0.000003313442,0.00001858666,0.0003088788,0.000003727215,0.0004704985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01026427,"threshold_uncertainty_score":0.02040905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843049699067093,"score_gpt":0.2447138330025317,"score_spread":0.2162833360118608,"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."}}