{"id":"W4414284821","doi":"10.1128/aem.01204-25","title":"Testing the priming effect in the deep ocean: are microorganisms too starved to consume recalcitrant organic carbon?","year":2025,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dissolved organic carbon; Microorganism; Microbial population biology; Microbial biodegradation; Heterotroph; Deep sea; Carbon cycle; Seawater; Priming (agriculture)","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":[0.000523359,0.0005683787,0.0005673995,0.0001187734,0.0003109901,0.0005677536,0.0003737953,0.0007252953,0.0009617854],"category_scores_gemma":[0.001142854,0.0003076457,0.0004290665,0.0002096959,0.0004892637,0.0006196771,0.0007299157,0.0009396413,0.0001907628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003235046,"about_ca_system_score_gemma":0.0004425348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117755,"about_ca_topic_score_gemma":0.001363553,"domain_scores_codex":[0.9995853,0.00008179364,0.00004358223,0.0001337175,0.00009490173,0.00006075315],"domain_scores_gemma":[0.9988461,0.0004859129,0.0002480099,0.0001091222,0.0001621724,0.0001486317],"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":[0.000577891,0.0000987973,0.007260266,0.0001056448,0.0000149591,0.00003802507,0.00005193904,0.00009868514,0.98948,0.00003370262,0.00002912799,0.002210952],"study_design_scores_gemma":[0.00005065255,0.006127866,0.1561862,0.00003606825,0.0001464628,0.0001665552,0.0003534899,0.001912179,0.833223,0.0002983669,0.001452495,0.00004668134],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971264,0.0004986506,0.001188453,0.0001099115,0.00002819737,0.000072095,0.0003656182,0.00002390379,0.0005868557],"genre_scores_gemma":[0.9939625,0.0003527026,0.004178557,0.000261074,0.00001822019,0.0001598564,0.0004037408,0.00002122056,0.000642075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00117755,"threshold_uncertainty_score":0.003217459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006280925808072086,"score_gpt":0.1872964983737665,"score_spread":0.1810155725656944,"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."}}