{"id":"W2021040444","doi":"10.4319/lom.2007.5.379","title":"Effects of long‐term sample storage on the detection of bacterial cells using fluorescence in situ hybridization","year":2007,"lang":"en","type":"article","venue":"Limnology and Oceanography Methods","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Fluorescence in situ hybridization; In situ; Biology; Fish <Actinopterygii>; Proteobacteria; Replicate; Seawater; Microbial population biology; Bacteria; Ecology; 16S ribosomal RNA; Chemistry; Fishery; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003648603,0.001082297,0.0007563774,0.0002706473,0.000584981,0.001083441,0.0006261216,0.0007951243,0.001585715],"category_scores_gemma":[0.005546639,0.0006643744,0.0005923474,0.0005010095,0.0008229429,0.0007979053,0.0006700398,0.000987203,0.0004209157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855377,"about_ca_system_score_gemma":0.0005556043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002597569,"about_ca_topic_score_gemma":0.005900764,"domain_scores_codex":[0.9971321,0.000968045,0.0005596431,0.0004884838,0.0006348655,0.0002168649],"domain_scores_gemma":[0.9935033,0.003810247,0.0007808796,0.0007833014,0.000982861,0.0001394407],"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":[0.001315798,0.0001597078,0.003255991,0.0002173978,0.00006421751,0.00009805421,0.0002357053,0.0002818479,0.9901856,0.00004524989,0.0001102579,0.004030151],"study_design_scores_gemma":[0.00002171869,0.001548503,0.01683191,0.00002813442,0.0001174922,0.0001483395,0.0001248134,0.0008968907,0.9788519,0.00007042958,0.001334327,0.00002560149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721601,0.005906336,0.01867757,0.000399411,0.0002942575,0.0002992488,0.0006363681,0.0001684048,0.001458302],"genre_scores_gemma":[0.9654639,0.002527292,0.02584834,0.000593472,0.00009168065,0.000719042,0.001593292,0.0002372599,0.002925649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003648603,"threshold_uncertainty_score":0.01929593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151241139112413,"score_gpt":0.2813684550798411,"score_spread":0.2662443411685998,"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."}}