{"id":"W2141988318","doi":"10.1080/01490450802006793","title":"Active Bacterial Populations and Grazing Impact Revealed by an In Situ Experiment in a Shallow Aquifer","year":2008,"lang":"en","type":"article","venue":"Geomicrobiology Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Aquifer; Microbial population biology; Population; Grazing; Environmental chemistry; Abundance (ecology); Biology; Environmental science; Bacteria; Ecology; Animal science; Chemistry; Groundwater; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002717251,0.0001327861,0.0002051241,0.00007912453,0.0001491728,0.00001530794,0.0001071469,0.0001328592,0.0009247051],"category_scores_gemma":[0.000009507821,0.000102754,0.00003763781,0.0001076747,0.0001372408,0.0002146618,0.00007388795,0.0003491426,0.00002624712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518159,"about_ca_system_score_gemma":0.00001735074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003792848,"about_ca_topic_score_gemma":0.000588035,"domain_scores_codex":[0.9989026,0.0002144472,0.0002895861,0.0002182068,0.00004112995,0.00033408],"domain_scores_gemma":[0.999668,0.00001806603,0.0001040867,0.00008647951,0.000003516988,0.0001198739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001050472,0.00008228951,0.2371929,3.53517e-7,0.000008561235,0.00003062891,0.001186282,0.0005337356,0.7603688,0.000001252239,0.0002451052,0.0002450699],"study_design_scores_gemma":[0.002223088,0.0002919142,0.9866708,0.00001904821,0.000007217052,0.00156928,0.0002014103,0.0001176989,0.007993437,0.0003070144,0.0003463862,0.0002527217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991426,0.0001539619,0.00001550565,0.0001000565,0.0001513364,0.0001206876,0.000008945254,0.000004852319,0.0003020889],"genre_scores_gemma":[0.9991498,0.0001514721,0.0004995163,0.00006452783,0.00004008977,0.000004083092,0.00003112337,0.000008670872,0.00005069242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7523754,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788642453286917,"score_gpt":0.2623862081884897,"score_spread":0.2444997836556206,"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."}}