{"id":"W2895775171","doi":"","title":"Towards understanding the variability between rates of biological productivity in the Beaufort Gyre of the Arctic Ocean","year":2018,"lang":"en","type":"article","venue":"Wellesley College Digital RepositoryWellesley (Wellesley College)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beaufort sea; Ocean gyre; Arctic; Oceanography; Productivity; The arctic; Environmental science; Geography; Climatology; Geology; Fishery; Biology; Subtropics; Economics","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":[0.003382467,0.0006314056,0.0004677597,0.002430201,0.0007864198,0.002728277,0.00075147,0.000478194,0.000286649],"category_scores_gemma":[0.003958619,0.0003450727,0.0008015285,0.002338657,0.0006940028,0.001095016,0.0007699651,0.0005242,0.0001272721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760063,"about_ca_system_score_gemma":0.001204393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2996126,"about_ca_topic_score_gemma":0.2801659,"domain_scores_codex":[0.9990216,0.0002585639,0.00006421406,0.0003563716,0.000182067,0.0001170972],"domain_scores_gemma":[0.9969012,0.0008135355,0.001020811,0.0003257658,0.000736306,0.0002024413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003434609,0.00001540629,0.9824066,0.00003130532,0.0002360287,0.00003401133,0.0009810854,0.001199674,0.003337942,0.0002597237,0.0003396582,0.01112429],"study_design_scores_gemma":[5.719456e-7,0.000005991513,0.997555,0.00001057217,0.00001355251,0.00001372149,0.0002154507,0.0009327685,0.0001464455,0.00007819256,0.001020333,0.000007509646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837948,0.004679603,0.005606752,0.0004484567,0.00004970105,0.00001538909,0.001777142,0.0001004809,0.003527589],"genre_scores_gemma":[0.9925973,0.0008470444,0.004326752,0.0001035411,0.0000566112,0.00001662546,0.001706643,0.00002877555,0.0003167765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2996126,"threshold_uncertainty_score":0.5957372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02982825906547891,"score_gpt":0.2363847276134459,"score_spread":0.206556468547967,"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."}}