{"id":"W2327904557","doi":"10.5194/bgd-11-16645-2014","title":"Flux variations and vertical distributions of microzooplankton (Radiolaria) in the western Arctic Ocean: environmental indices in a warming Arctic","year":2014,"lang":"en","type":"article","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Sea ice; Arctic ice pack; Radiolaria; Arctic; Geology; Plankton; Water column; Phytoplankton; Arctic sea ice decline; Drift ice; Environmental science; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001497116,0.0002584377,0.0001384654,0.0005582907,0.0004131861,0.0003948082,0.00009349165,0.0001307417,0.0003963803],"category_scores_gemma":[0.0001795778,0.0001267889,0.000187883,0.0005147527,0.0001382445,0.0001629605,0.0002419455,0.0001195241,0.00007164822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004866616,"about_ca_system_score_gemma":0.0002796694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08876873,"about_ca_topic_score_gemma":0.1938743,"domain_scores_codex":[0.9999405,0.000006434221,0.000005365764,0.00001937312,0.00001404274,0.00001430363],"domain_scores_gemma":[0.9998443,0.000009975691,0.00005201781,0.000005237509,0.0000506194,0.00003778124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007870762,0.00001161982,0.9913539,0.00001544128,0.00004071062,0.00005857863,0.0003435463,0.0001152283,0.00526607,0.00001719829,0.00007381701,0.002625023],"study_design_scores_gemma":[4.458805e-7,0.000006494477,0.9995584,0.00000161488,0.000006612636,0.00001169944,0.000160279,0.00008455517,0.00007685264,0.00000198689,0.00009048497,6.61419e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994773,0.0001020221,0.00003536643,0.00000562048,0.000002751249,0.000001106741,0.0001663957,0.000001678656,0.0002077689],"genre_scores_gemma":[0.9992798,0.00009657099,0.0001014801,0.000006593667,0.000005158089,0.000003123653,0.0002930451,0.000001050821,0.0002131752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08876873,"threshold_uncertainty_score":0.1765041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006863114841344395,"score_gpt":0.1838766035450816,"score_spread":0.1770134887037372,"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."}}