{"id":"W3200280780","doi":"10.1111/gcb.15887","title":"Lowered nutritional quality of plankton caused by global environmental changes","year":2021,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Umeå Universitet; Vetenskapsrådet; Knut och Alice Wallenbergs Stiftelse","keywords":"Seston; Zooplankton; Subarctic climate; Phytoplankton; Copepod; Food web; Plankton; Nutrient; Polyunsaturated fatty acid; Ecology; Biology; Environmental chemistry; Environmental science; Fatty acid; Chemistry; Ecosystem","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":[0.00007719158,0.0002412224,0.0001831688,0.0003631174,0.0002916274,0.0003974925,0.00009420858,0.0001828831,0.000628018],"category_scores_gemma":[0.0002243609,0.000166567,0.0001426028,0.0005328729,0.0003316262,0.0002347541,0.0005008911,0.0002261685,0.00009130861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003105649,"about_ca_system_score_gemma":0.000169254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006848028,"about_ca_topic_score_gemma":0.01161169,"domain_scores_codex":[0.9999368,0.000008147554,0.000005888365,0.00002216036,0.00001424475,0.00001271246],"domain_scores_gemma":[0.9998236,0.00001132329,0.00009420478,0.00001386193,0.0000323955,0.00002465831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001788211,0.00001810841,0.9035832,0.00006247833,0.0001637957,0.0001523434,0.000297691,0.0002774269,0.08932339,0.00004669478,0.0001117128,0.005784283],"study_design_scores_gemma":[5.153991e-7,0.00001263099,0.9993294,0.000001271697,0.000008746911,0.00002103151,0.00005964656,0.0000279408,0.0004565667,0.00001095434,0.00007012824,0.000001054341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994381,0.0001435809,0.00004511114,0.000009635128,0.000001604996,0.00000101522,0.0001156647,0.000003542865,0.0002419153],"genre_scores_gemma":[0.9995353,0.0001155062,0.00006313272,0.00002019651,0.000001840997,0.000001915407,0.0001586261,0.000001564172,0.000102042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006848028,"threshold_uncertainty_score":0.01361638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03726480643708711,"score_gpt":0.2553567653952958,"score_spread":0.2180919589582087,"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."}}