{"id":"W2145914873","doi":"10.4319/lom.2004.2.55","title":"Estimates of bacterial production using the leucine incorporation method are influenced by differences in protein retention of microcentrifuge tubes","year":2004,"lang":"en","type":"article","venue":"Limnology and Oceanography Methods","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Hudson River Foundation; National Science Foundation","keywords":"Tube (container); Leucine; Chromatography; Incubation; Production rate; Chemistry; Food science; Computer science; Biochemistry; Process engineering; Materials science; Amino acid; Engineering; Composite material","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":[0.003755301,0.001543465,0.001169464,0.001848871,0.0007071927,0.002161592,0.0008132465,0.0007824397,0.001066735],"category_scores_gemma":[0.009816193,0.0007983194,0.0006441223,0.002254337,0.001088193,0.001122443,0.001302402,0.001354918,0.001649735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005236322,"about_ca_system_score_gemma":0.000473726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963052,"about_ca_topic_score_gemma":0.003449281,"domain_scores_codex":[0.9916874,0.002288427,0.0008733304,0.001186383,0.003513284,0.0004511884],"domain_scores_gemma":[0.9914612,0.003904234,0.001479176,0.0009778484,0.001870271,0.0003073936],"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":[0.0004957345,0.00009924103,0.01843242,0.0003449966,0.00009972889,0.00006569047,0.0005707004,0.0003209613,0.9668897,0.0002996577,0.0001596894,0.01222154],"study_design_scores_gemma":[0.00001116736,0.0006468375,0.07067648,0.00008421677,0.0000912976,0.000247128,0.0003055386,0.004165869,0.9203632,0.0003952692,0.002957146,0.00005581379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8097775,0.007375365,0.1683181,0.0002664213,0.000340824,0.0006026452,0.002557971,0.0006024443,0.01015876],"genre_scores_gemma":[0.8338666,0.003920307,0.1522049,0.000200293,0.00006410344,0.001093832,0.003285029,0.0005268906,0.00483803],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003755301,"threshold_uncertainty_score":0.01986015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373356924269724,"score_gpt":0.2977219654309144,"score_spread":0.2739883961882171,"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."}}