{"id":"W1992393412","doi":"10.1016/j.jmarsys.2014.04.006","title":"Rates of summertime biological productivity in the Beaufort Gyre: A comparison between the low and record-low ice conditions of August 2011 and 2012","year":2014,"lang":"en","type":"article","venue":"Journal of Marine Systems","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Division of Ocean Sciences; Fisheries and Oceans Canada; Woods Hole Oceanographic Institution; National Science Foundation","keywords":"Oceanography; Sea ice; Environmental science; Ocean gyre; Arctic; Productivity; Climate change; Canada Basin; Zooplankton; Climatology; Atmospheric sciences; Geology; Fishery; Subtropics; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001933431,0.00008348825,0.0003448164,0.00005039469,0.00007589458,0.00001917341,0.0001642799,0.0000459814,0.00007417305],"category_scores_gemma":[0.000128243,0.00003942298,0.00003857409,0.00008556766,0.0002370537,0.0001516893,0.00002284769,0.0002164255,0.000001723864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002392957,"about_ca_system_score_gemma":0.00002485529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003224744,"about_ca_topic_score_gemma":0.0005582309,"domain_scores_codex":[0.9987967,0.0003463677,0.0004801605,0.00008627524,0.0001679542,0.0001225489],"domain_scores_gemma":[0.9984605,0.0008222146,0.0004918884,0.0001094455,0.00007141187,0.00004456089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000405422,0.00002984764,0.9954638,0.00008254367,0.00002583517,0.000001067647,0.0001904815,0.00009885216,0.00001684058,0.00004451652,0.0002808692,0.003724783],"study_design_scores_gemma":[0.0002431564,0.0003470321,0.9947839,0.00006118117,0.00003421235,0.00007632754,0.0007459501,0.002819805,0.00001202784,0.0002350567,0.0005900167,0.00005137916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983549,0.0002344427,0.0001131483,0.0005564321,0.0001484576,0.0001564806,0.00002642237,0.000001505995,0.0004081834],"genre_scores_gemma":[0.9995747,0.00009157043,0.00007711544,0.00001842344,0.0001769064,4.711814e-7,0.00001100497,0.000001536489,0.00004827643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003673404,"threshold_uncertainty_score":0.487487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571669061855297,"score_gpt":0.249474267342826,"score_spread":0.223757576724273,"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."}}