{"id":"W2288927029","doi":"10.1093/femsle/fnv216","title":"Colonization and release processes of viruses and prokaryotes on artificial marine macroaggregates","year":2015,"lang":"en","type":"article","venue":"FEMS Microbiology Letters","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Takuvik Joint International Laboratory","funders":"Agence Nationale de la Recherche","keywords":"Marine bacteriophage; Water column; Bacteria; Biology; Colonization; Chemistry; Virus; Microbiology; Bacterial virus; Biophysics; Ecology; Virology; Bacteriophage; Escherichia coli; Biochemistry","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":[0.00009810137,0.0001932233,0.0002035236,0.0001326164,0.0002101602,0.0003995202,0.0001104142,0.0001585,0.0002233729],"category_scores_gemma":[0.0001479665,0.0001003592,0.0001783351,0.00008474289,0.0001761711,0.0001560747,0.0002904478,0.0002150751,0.000130376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969755,"about_ca_system_score_gemma":0.0001438804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269423,"about_ca_topic_score_gemma":0.001361432,"domain_scores_codex":[0.9998699,0.00001455934,0.000005976764,0.0000316875,0.00003505965,0.00004283416],"domain_scores_gemma":[0.9999006,0.00002822232,0.00002855042,0.000008455536,0.00001217267,0.00002192237],"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":[0.00003325899,0.000008890535,0.001529377,0.00002168058,0.000004837403,0.00004843324,0.00005251275,0.0003162288,0.9969534,0.00007854318,0.000009726202,0.0009431589],"study_design_scores_gemma":[0.000009578733,0.0002979325,0.02438068,0.00001134453,0.00002273675,0.0001318265,0.0002305129,0.00916402,0.9644223,0.00009870592,0.001217155,0.00001318935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986662,0.0001307625,0.000906765,0.000009022078,0.000004386535,0.000005766915,0.00003270827,0.000007130432,0.0002374218],"genre_scores_gemma":[0.9985015,0.0001331697,0.0009909285,0.000007412405,0.00000349933,0.000007996734,0.00005340292,0.000004511937,0.0002976046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001269423,"threshold_uncertainty_score":0.002524018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652507722375083,"score_gpt":0.229514400880583,"score_spread":0.2129893236568322,"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."}}