{"id":"W2011307240","doi":"10.3354/ame031203","title":"Low fractions of active bacteria in natural aquatic communities?","year":2003,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Bacterioplankton; Ecology; Biology; Natural (archaeology); Nutrient; Phytoplankton","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001098272,0.0002838279,0.0008394399,0.00189148,0.0005052285,0.001982703,0.0006348551,0.001354915,0.00120025],"category_scores_gemma":[0.004034029,0.0004285741,0.0002734647,0.001218203,0.001547379,0.002155993,0.000883202,0.0005297551,0.0004750949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007418929,"about_ca_system_score_gemma":0.0004559587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002561692,"about_ca_topic_score_gemma":0.003944582,"domain_scores_codex":[0.9990523,0.0001832603,0.0001205673,0.0003702097,0.0001489647,0.0001246556],"domain_scores_gemma":[0.9977868,0.0005933707,0.0008718038,0.0001872674,0.0003355927,0.0002253415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007860288,0.0001298327,0.7508388,0.001562951,0.0003120042,0.0003675196,0.003022037,0.0006499068,0.161552,0.00177385,0.001208981,0.07779612],"study_design_scores_gemma":[0.00001623273,0.0002381088,0.9764825,0.0001134607,0.0000884942,0.0008680289,0.002738297,0.001138004,0.01067945,0.003714166,0.003884766,0.00003846703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814745,0.01066152,0.00345242,0.001501892,0.00004022396,0.00002744527,0.0006511896,0.00006495934,0.002125753],"genre_scores_gemma":[0.9955811,0.001685243,0.001658373,0.0004043374,0.00005198768,0.00002687124,0.0003010207,0.0000134711,0.0002775455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002561692,"threshold_uncertainty_score":0.005808294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009901751002075625,"score_gpt":0.2307408830751068,"score_spread":0.2208391320730312,"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."}}