{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00110741,0.00009231519,0.0001862182,0.0001177152,0.00009242369,0.000002021338,0.0001441623,0.0001569256,0.00006014077],"category_scores_gemma":[0.0001262825,0.00007436567,0.0000462514,0.0003216804,0.0005712702,0.00005115996,0.00009908624,0.0002127185,5.865729e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001394256,"about_ca_system_score_gemma":0.000003923046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007681664,"about_ca_topic_score_gemma":0.0003703475,"domain_scores_codex":[0.998338,0.001101343,0.0002066027,0.0001451726,0.00003658073,0.000172293],"domain_scores_gemma":[0.9977705,0.001894269,0.0001426374,0.000163925,0.000007043763,0.00002157075],"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":[0.000236977,0.0000846623,0.03747522,0.00002447948,0.00001137398,0.000001594328,0.0004235963,0.00004291039,0.954053,0.0000584868,0.000001942626,0.00758571],"study_design_scores_gemma":[0.0001603408,0.0001773619,0.3995587,0.000009360865,0.00001149335,0.000002116003,0.00001767947,0.00003288085,0.59957,0.0004013237,0.00001560776,0.00004316068],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589182,0.00004930818,0.04056588,0.000007284355,0.0002414521,0.0001695973,0.000001774526,0.000009246599,0.00003723493],"genre_scores_gemma":[0.9913938,0.00005749959,0.008472417,0.00005268097,0.00001286813,0.000001185129,0.000003030083,0.000005684878,8.590076e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3620835,"threshold_uncertainty_score":0.3032544,"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."}}