{"id":"W2586710943","doi":"10.1002/2016jc012460","title":"How well does wind speed predict air‐sea gas transfer in the sea ice zone? A synthesis of radon deficit profiles in the upper water column of the <scp>A</scp>rctic <scp>O</scp>cean","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"National Science Foundation","keywords":"Wind speed; Sea ice; Environmental science; Geology; Sea ice concentration; Atmospheric sciences; Arctic ice pack; Climatology; Sea ice thickness; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007826359,0.0005956315,0.0004810805,0.001161701,0.0002647217,0.0008948561,0.0002754377,0.0002960189,0.0005861265],"category_scores_gemma":[0.0009549892,0.0003369803,0.0006765811,0.000807147,0.0002059536,0.0005549399,0.0002326527,0.0001713569,0.0002593456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003784441,"about_ca_system_score_gemma":0.0004876279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04537497,"about_ca_topic_score_gemma":0.05352267,"domain_scores_codex":[0.9998446,0.00003584306,0.00001712883,0.00004829212,0.00002782347,0.00002638673],"domain_scores_gemma":[0.9995819,0.0001799263,0.00007315091,0.00003755659,0.00008708194,0.00004032163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001282877,0.00002239987,0.9734537,0.00002921394,0.000182376,0.00005119906,0.00005671199,0.00983299,0.005455647,0.00004871677,0.0001447689,0.01059395],"study_design_scores_gemma":[0.0000073636,0.00005503074,0.9588339,0.00001695144,0.00008562083,0.00002795029,0.0002023301,0.03868136,0.001384434,0.00007448031,0.0006145716,0.00001585971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968112,0.0001723303,0.001530356,0.00002638097,0.000006017384,0.000006633765,0.0007915102,0.00003660962,0.0006188281],"genre_scores_gemma":[0.9977927,0.00009200717,0.0007579864,0.00000757305,0.000003446344,0.000004624931,0.001220332,0.00001244746,0.0001088825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04537497,"threshold_uncertainty_score":0.0902217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838459413186271,"score_gpt":0.2476770136967239,"score_spread":0.2292924195648612,"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."}}