{"id":"W4366996346","doi":"10.1371/journal.pone.0284580","title":"Genomic capacities for Reactive Oxygen Species metabolism across marine phytoplankton","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Calgary; Mount Allison University","funders":"Mount Allison University; Mitacs; Canada Research Chairs; Natural Sciences and Engineering Research Council of Canada; European Commission; New Brunswick Innovation Foundation","keywords":"Reactive oxygen species; Nitric oxide; Intracellular; Superoxide; Hydrogen peroxide; Biology; Extracellular; Biophysics; Chemistry; Biochemistry; Cell biology; Enzyme","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":[0.0001434359,0.0001773845,0.0002425765,0.0006670827,0.0002360928,0.0004388409,0.0001385486,0.0002677778,0.0007264155],"category_scores_gemma":[0.0007932006,0.0001934598,0.0002650071,0.0005543008,0.0002153802,0.0003253707,0.0004741842,0.0002472861,0.0002671968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000250801,"about_ca_system_score_gemma":0.0001422844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000913834,"about_ca_topic_score_gemma":0.001215917,"domain_scores_codex":[0.9998341,0.00001493491,0.00001223394,0.00009176934,0.00002977258,0.00001707512],"domain_scores_gemma":[0.9994546,0.0001512423,0.0001528007,0.00005814158,0.0001221063,0.00006119911],"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":[0.0002885002,0.000009399932,0.08164988,0.0001707109,0.00005932001,0.00009249581,0.0006417176,0.000583264,0.9084358,0.0002683878,0.00008731068,0.007713221],"study_design_scores_gemma":[0.000004997197,0.0001018148,0.9796098,0.00001487891,0.00005992209,0.0002432608,0.0004060444,0.0008856468,0.01632569,0.0003052326,0.002023414,0.0000193516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968599,0.0003211973,0.0006976882,0.00002381659,0.000002517032,0.000004338775,0.001378732,0.00002374135,0.0006880274],"genre_scores_gemma":[0.9944757,0.0002130497,0.001630364,0.00004086094,0.000003942995,0.00002356963,0.002862208,0.00001759294,0.0007327626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000913834,"threshold_uncertainty_score":0.002430081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05070271040033137,"score_gpt":0.2112344382975509,"score_spread":0.1605317278972195,"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."}}