{"id":"W6931930300","doi":"10.5683/sp3/o0ihmv","title":"Salt and heatwave effects on zooplankton communities data","year":2022,"lang":"en","type":"dataset","venue":"Borealis","topic":"Chemical and Physical Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mesocosm; Zooplankton; Abundance (ecology); Biomass (ecology); Salt water; Salinity; Plankton","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006856993,0.0002132336,0.000238892,0.00001566677,0.0001606931,0.00002316596,0.0005145111,0.0001319292,0.0001189883],"category_scores_gemma":[0.00005527765,0.000180283,0.0000410083,0.00002727902,0.00009904819,0.000001231425,0.001726523,0.0002602173,0.000001454422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009185645,"about_ca_system_score_gemma":0.00001853437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01207082,"about_ca_topic_score_gemma":0.003135684,"domain_scores_codex":[0.9992136,0.00007985653,0.0001059259,0.0002968806,0.0001389236,0.0001648084],"domain_scores_gemma":[0.9986514,0.0001085706,0.00005067467,0.00111507,0.00001368812,0.00006062185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006473001,0.00005533894,0.000006990458,0.0001324319,0.0001057224,0.000006187945,0.000009334532,2.025398e-7,0.0005303856,0.000006544119,0.9979759,0.001106172],"study_design_scores_gemma":[0.0001967771,0.0003047177,0.00007314742,0.00002703164,0.00005994259,0.000004454225,0.00001903943,8.634231e-7,0.002376025,0.00005660701,0.9966664,0.0002150471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009921776,0.00118566,5.060392e-7,0.0001400801,0.0000674057,0.0001193301,0.9972064,0.000007280787,0.0002810849],"genre_scores_gemma":[0.0003566805,0.003001099,0.000005667043,0.0009368476,0.0003937876,0.00003525139,0.995211,0.0000134572,0.00004622717],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008935133,"threshold_uncertainty_score":0.9945079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261786301914877,"score_gpt":0.2697275270502333,"score_spread":0.2471096640310845,"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."}}