{"id":"W3004564258","doi":"10.1002/ece3.6055","title":"Cascading effects of climate change on plankton community structure","year":2020,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Trophic level; Plankton; Food web; Phytoplankton; Global warming; Environmental science; Ecology; Climate change; Trophic cascade; Abundance (ecology); Apex predator; Biology; Nutrient","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":[0.00008267235,0.00005448492,0.0001101334,0.00002438055,0.0001517357,0.000004137527,0.00004782427,0.00006882977,0.000127058],"category_scores_gemma":[0.00003550507,0.00004547485,0.0000135931,0.0000573697,0.00002715664,0.00006419008,0.00001494621,0.0001503262,0.00002024851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002284161,"about_ca_system_score_gemma":0.000004846367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754729,"about_ca_topic_score_gemma":0.00884697,"domain_scores_codex":[0.9995542,0.0001400298,0.00007786451,0.00007336626,0.00003848579,0.0001160819],"domain_scores_gemma":[0.9997144,0.000133743,0.00004612391,0.00004974119,0.000007259312,0.00004872512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009153259,0.000008107374,0.988133,0.0002684434,0.000009092576,0.000005120532,0.0006602102,0.0000641783,0.0001435176,0.0004000367,0.0001137487,0.01010304],"study_design_scores_gemma":[0.0001766867,0.0006503059,0.9942144,0.00001478958,0.000008088848,0.000006364604,0.0000956794,0.004180257,0.0000773689,0.0003198151,0.0002090916,0.00004718427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964523,0.000127382,0.000005413233,0.0001807873,0.0002079398,0.0001127815,0.00004815458,0.00001510512,0.002850096],"genre_scores_gemma":[0.999507,0.00003930249,0.00001033014,0.0003030958,0.00008739748,7.272171e-7,0.00004712755,9.549539e-7,0.000004053167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01005585,"threshold_uncertainty_score":0.4936817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334606462686717,"score_gpt":0.197277941055936,"score_spread":0.1839318764290689,"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."}}