{"id":"W4313856337","doi":"10.21203/rs.3.rs-2436026/v1","title":"Sea-ice decline makes zooplankton stay deeper for longer","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"Natural Environment Research Council; Fisheries and Oceans Canada; Ocean Frontier Institute; Bundesministerium für Bildung und Forschung; Canada First Research Excellence Fund; ArcticNet; Norges Forskningsråd; European Commission; Sight Research UK","keywords":"Zooplankton; Oceanography; Sea ice; Environmental science; Fishery; Geology; Biology","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":[0.0002002493,0.000224624,0.0003390205,0.0003293068,0.0003478453,0.001143467,0.0001440052,0.0006123206,0.01661119],"category_scores_gemma":[0.0009865068,0.0001571523,0.0004093978,0.0005200794,0.0002482973,0.001256806,0.0005641553,0.0004923466,0.001837658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000420147,"about_ca_system_score_gemma":0.0002931131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007403539,"about_ca_topic_score_gemma":0.009964731,"domain_scores_codex":[0.9999015,0.000004607927,0.000005257602,0.00003478951,0.00002643176,0.00002736849],"domain_scores_gemma":[0.9996297,0.00006403305,0.0001127356,0.00003828434,0.00006485288,0.00009036466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009613281,0.0004666329,0.6419383,0.0004514104,0.0008868353,0.0008472464,0.001271464,0.008074723,0.1264863,0.01590414,0.02370205,0.1790096],"study_design_scores_gemma":[0.00004173289,0.0001250349,0.9617401,0.00004110744,0.0001371324,0.0001899165,0.001657389,0.003675059,0.002998326,0.008372569,0.02100374,0.00001805418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821783,0.0005399261,0.001136936,0.001191913,0.0001606273,0.000004468833,0.001307057,0.00008201664,0.01339869],"genre_scores_gemma":[0.9765217,0.0007637566,0.000701767,0.0003869072,0.0001556255,0.000009518516,0.002344179,0.00008676528,0.01902977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01661119,"threshold_uncertainty_score":0.05556995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09481091429667003,"score_gpt":0.3701313107884983,"score_spread":0.2753203964918282,"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."}}