{"id":"W4379598584","doi":"10.1111/gcb.16807","title":"Elemental stoichiometry of the key calcifying marine phytoplankton <i>Emiliania huxleyi</i> under ocean climate change: A meta‐analysis","year":2023,"lang":"en","type":"review","venue":"Global Change Biology","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Mount Allison University","funders":"Canada Research Chairs; Deutsche Forschungsgemeinschaft; Simons Foundation","keywords":"Emiliania huxleyi; Phytoplankton; Oceanography; Coccolithophore; Climate change; Environmental science; Ocean acidification; Effects of global warming on oceans; Environmental chemistry; Ecology; Geology; Chemistry; Biology; Nutrient; Global warming","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":[0.001521287,0.001066161,0.001723596,0.00266765,0.0005655519,0.001110337,0.001044552,0.0007189192,0.001521613],"category_scores_gemma":[0.001408382,0.0005685334,0.004125961,0.002300779,0.0003652768,0.0004969356,0.001101524,0.0005786262,0.0001345776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008474,"about_ca_system_score_gemma":0.0006425342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01562929,"about_ca_topic_score_gemma":0.01979066,"domain_scores_codex":[0.999465,0.0001771703,0.00004801223,0.0002106187,0.00005643891,0.00004272048],"domain_scores_gemma":[0.9992818,0.0004306933,0.0001037247,0.00009285327,0.00005264077,0.00003825211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00211367,0.000224586,0.5031909,0.01984468,0.2550521,0.001035218,0.001100235,0.03869952,0.1128392,0.001538961,0.002569094,0.06179185],"study_design_scores_gemma":[0.0001972963,0.0003854274,0.8322704,0.0009173637,0.1066334,0.0004607253,0.0008574917,0.03868202,0.007966034,0.001169273,0.01024643,0.0002139383],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9494982,0.03657325,0.005401623,0.0004551156,0.0000477108,0.00005819435,0.006686711,0.0002517596,0.001027351],"genre_scores_gemma":[0.9892189,0.00349255,0.00445936,0.0001701689,0.00001900048,0.00005292599,0.002366162,0.00004341189,0.0001774567],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01562929,"threshold_uncertainty_score":0.03107661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2193010516395948,"score_gpt":0.3695961921773997,"score_spread":0.1502951405378049,"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."}}