{"id":"W4312155220","doi":"10.1038/s41598-022-26480-9","title":"Ocean acidification causes fundamental changes in the cellular metabolism of the Arctic copepod Calanus glacialis as detected by metabolomic analysis","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Sveriges Lantbruksuniversitet","keywords":"Copepod; Arctic; Calanus; The arctic; Metabolomics; Biology; Oceanography; Ecology; Metabolism; Zooplankton; Calanus finmarchicus; Crustacean; Bioinformatics; Biochemistry; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007294318,0.0001953584,0.000199461,0.0001907378,0.000189792,0.0002486064,0.00007380583,0.0002009172,0.0005052218],"category_scores_gemma":[0.00009337511,0.0001252686,0.0001689106,0.0001561898,0.0001779646,0.0001187594,0.0002602849,0.0002237161,0.00007801478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409558,"about_ca_system_score_gemma":0.0001901044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003412356,"about_ca_topic_score_gemma":0.005563803,"domain_scores_codex":[0.9999563,0.000004940489,0.00000239014,0.00001289235,0.00001185881,0.00001170418],"domain_scores_gemma":[0.9999417,0.0000077874,0.00001858848,0.000003921405,0.00001161519,0.00001638924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002757441,0.00001101066,0.01323693,0.00002625856,0.00002006168,0.00002888766,0.00003239343,0.00009790117,0.9852781,0.00001094511,0.00002051588,0.0009612459],"study_design_scores_gemma":[0.00001013411,0.0003611346,0.930157,0.00000611221,0.00002773411,0.00006969184,0.0001830219,0.0005621232,0.06809758,0.00003899967,0.0004785558,0.000007755887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999266,0.0001457741,0.0001075418,0.00001735108,0.000002308637,0.000003799328,0.0002824536,0.000003787766,0.0001710342],"genre_scores_gemma":[0.9985781,0.0001531054,0.0002270624,0.00004600962,0.000002581943,0.00001069527,0.00066206,0.000002919562,0.0003174252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003412356,"threshold_uncertainty_score":0.006785035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009771155523340451,"score_gpt":0.2144695690040105,"score_spread":0.2046984134806701,"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."}}