{"id":"W4324287797","doi":"10.1134/s1028334x22800030","title":"Size Structure of Primary Producers in the Marginal Ice Zone of the European Arctic in Summer","year":2022,"lang":"en","type":"article","venue":"Doklady Earth Sciences","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Phytoplankton; Arctic; Sea ice; Bloom; Stratification (seeds); Water column; Environmental science; Geology; Arctic ice pack; Structural basin; Canada Basin; Ecology; Biology; Nutrient; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001897132,0.00009935442,0.0001574347,0.00008259133,0.0002891174,0.00002203586,0.0009525983,0.00001445714,0.0006842589],"category_scores_gemma":[0.0001067349,0.00005493431,0.0000487329,0.001051675,0.0006567492,0.0001517554,0.00007824483,0.0003113342,0.000002846233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005128267,"about_ca_system_score_gemma":0.0001707661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003944097,"about_ca_topic_score_gemma":0.005893409,"domain_scores_codex":[0.9978325,0.0006479357,0.0002847457,0.0002504841,0.0007102135,0.0002741408],"domain_scores_gemma":[0.9991924,0.0003547137,0.000173741,0.0002345224,0.00002034122,0.00002433844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002168596,0.00002856874,0.9806166,0.00003078324,0.000002996652,0.000008566302,0.002851068,0.01230843,0.0002149829,0.0001238221,0.00002030717,0.003772204],"study_design_scores_gemma":[0.0001723226,0.000118405,0.9931764,0.0000193274,0.000006116613,0.00003181655,0.004288763,0.001078323,0.00003056389,0.000389901,0.0006103652,0.00007767894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907085,0.0001125318,0.00000303062,0.0009689068,0.0002429611,0.0002178588,0.00005642841,0.000003575795,0.007686256],"genre_scores_gemma":[0.9990416,0.00001426023,0.0003112082,0.0004862281,0.0000311122,5.724317e-7,0.000007815552,0.000001982756,0.0001052063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01255983,"threshold_uncertainty_score":0.7492155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244392693655538,"score_gpt":0.1990582274971475,"score_spread":0.1866143005605921,"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."}}