{"id":"W4309046763","doi":"10.1038/s43247-022-00570-y","title":"Subpolar gyre decadal variability explains the recent oxygenation in the Irminger Sea","year":2022,"lang":"en","type":"article","venue":"Communications Earth & Environment","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Région Bretagne; Centre National de la Recherche Scientifique; Agence Nationale de la Recherche","keywords":"Ocean gyre; Argo; Advection; Oceanography; Environmental science; Oxygen; Climatology; Geology; Chemistry; Fishery; Biology; Subtropics","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":[0.0003405879,0.0001848626,0.0001813283,0.000573181,0.0001462709,0.0004496308,0.0001408241,0.0001473605,0.0009004544],"category_scores_gemma":[0.0004936285,0.00008731196,0.0002665091,0.0006036642,0.0001534503,0.0003402136,0.000418348,0.0002133842,0.0002115317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237105,"about_ca_system_score_gemma":0.0001549193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186672,"about_ca_topic_score_gemma":0.01594272,"domain_scores_codex":[0.9999354,0.00000725456,0.000004555544,0.00003139661,0.000006772391,0.00001463305],"domain_scores_gemma":[0.9997656,0.00002602637,0.0001020775,0.00003783754,0.00003825852,0.00003026564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007068572,0.00001490785,0.9826133,0.00002275271,0.0001575091,0.0000889505,0.0002263195,0.001231753,0.004608891,0.0001626005,0.000509044,0.01029328],"study_design_scores_gemma":[8.878384e-7,0.000004346461,0.9984514,0.000003488238,0.00001356131,0.000006510029,0.0000622174,0.001033913,0.0001117372,0.00003040533,0.0002792614,0.000002368064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988132,0.0001123962,0.00009755583,0.00005020858,0.000005887488,0.000001202357,0.0004275767,0.00001199803,0.0004800515],"genre_scores_gemma":[0.9991788,0.00006032427,0.00006161047,0.000009995851,0.000009348621,0.000001386914,0.0005123003,0.00000490153,0.0001613823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01186672,"threshold_uncertainty_score":0.02359527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336613082394558,"score_gpt":0.2130809683017953,"score_spread":0.1897148374778497,"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."}}