{"id":"W4200463536","doi":"10.1002/lol2.10233","title":"Phytoplankton antioxidant systems and their contributions to cellular elemental stoichiometry","year":2021,"lang":"en","type":"article","venue":"Limnology and Oceanography Letters","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Simons Foundation","keywords":"Antioxidant; Phytoplankton; Micronutrient; Ecological stoichiometry; Superoxide dismutase; Oxidative stress; Stoichiometry; Biogeochemical cycle; Environmental chemistry; Chemistry; Biochemistry; Food science; Biology; Nutrient; Ecology","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":[0.0001479738,0.0001502302,0.0002297189,0.0002151414,0.0002386272,0.00008008506,0.00007723607,0.00007396709,0.00008346146],"category_scores_gemma":[0.00001232912,0.0001224948,0.00005413896,0.0004061351,0.0000997926,0.00009692832,0.00003427234,0.0001365748,0.00001481913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001832112,"about_ca_system_score_gemma":0.00001375263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002077612,"about_ca_topic_score_gemma":0.0004901307,"domain_scores_codex":[0.9989966,0.0001081347,0.0001874819,0.000310224,0.00007679781,0.0003208283],"domain_scores_gemma":[0.9995469,0.00008299546,0.00004615735,0.0001458035,0.00003026951,0.00014786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002940531,0.00001880821,0.9843243,0.00005489003,0.0001162568,0.00009680836,0.0001523892,0.00003089288,0.008928708,0.0004740138,0.001260775,0.004512758],"study_design_scores_gemma":[0.001182294,0.0004282417,0.912164,0.00008152389,0.0000677104,0.0005808281,0.002832649,0.001365665,0.005429403,0.0002230884,0.0749894,0.0006551415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913567,0.004202722,0.000757802,0.001912449,0.0004890561,0.0001481546,0.0004236159,0.00004068058,0.0006688393],"genre_scores_gemma":[0.9976916,0.0001831639,0.00005388663,0.001766284,0.0001117221,0.000001891392,0.0001512726,0.00000288094,0.00003735524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07372863,"threshold_uncertainty_score":0.4995194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004902083805775893,"score_gpt":0.1866592081235669,"score_spread":0.181757124317791,"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."}}