{"id":"W2025204529","doi":"10.1016/j.jmarsys.2003.10.006","title":"Turbulence effects on cold ocean microbial communities: an enclosure study","year":2004,"lang":"en","type":"article","venue":"Journal of Marine Systems","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Division of Ocean Sciences","keywords":"Turbulence; Autotroph; Oceanography; Environmental science; Bay; Temperate climate; Atmospheric sciences; Heterotroph; Biology; Ecology; Physics; Geology; Meteorology; Bacteria","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":[],"consensus_categories":[],"category_scores_codex":[0.001129623,0.0002180197,0.0004864551,0.0001944461,0.0001787088,0.0001901872,0.0005668881,0.00006980519,0.0001807362],"category_scores_gemma":[0.00002653846,0.0001597214,0.0001076291,0.0001967193,0.00003617421,0.0003528311,0.00004304589,0.0004283974,0.00005752567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002422383,"about_ca_system_score_gemma":0.0001203671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02761007,"about_ca_topic_score_gemma":0.01086656,"domain_scores_codex":[0.9979384,0.000442379,0.0006625022,0.000137191,0.0005393173,0.0002802081],"domain_scores_gemma":[0.9985982,0.0001875923,0.0004780185,0.000339501,0.0001618396,0.0002348954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005257883,0.0008164526,0.9492342,0.0004744508,0.0002454873,0.001062533,0.003307371,0.03336476,0.00008966564,0.0003280291,0.001150479,0.009400737],"study_design_scores_gemma":[0.02339549,0.08536404,0.7425689,0.003414656,0.0005257278,0.006880612,0.05908928,0.004716953,0.001041578,0.0008642273,0.06938496,0.002753576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991697,0.0001267096,0.0000189081,0.00004392423,0.001866292,0.0004533578,0.00001774038,0.00002340857,0.005752654],"genre_scores_gemma":[0.9984792,0.00002204238,0.00004408085,0.00009471097,0.0009263219,6.58171e-7,0.0000142322,0.000008142004,0.000410613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2066654,"threshold_uncertainty_score":0.9788651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009647093014464682,"score_gpt":0.2021810238924004,"score_spread":0.1925339308779358,"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."}}