{"id":"W2397278790","doi":"10.1088/1755-1315/35/1/012018","title":"Gas exchange of CO<sub>2</sub>and O<sub>2</sub>in partially ice-covered regions of the Arctic Ocean investigated using<i>in situ</i>sensors","year":2016,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Woods Hole Oceanographic Institution; National Science Foundation","keywords":"Sea ice; Arctic ice pack; Sea ice concentration; Environmental science; Sea ice thickness; Arctic; Salinity; Climatology; Oceanography; Saturation (graph theory); Carbon dioxide; Atmospheric sciences; Geology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000412693,0.000204732,0.0002686714,0.0001083435,0.0002180673,0.0000342919,0.0002830379,0.00007455092,0.00005760558],"category_scores_gemma":[0.00009607404,0.0001369322,0.00004033606,0.0003431104,0.004243449,0.0006130501,0.00009109652,0.0001374877,0.000006180828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001779925,"about_ca_system_score_gemma":0.0001527978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005511971,"about_ca_topic_score_gemma":0.00424204,"domain_scores_codex":[0.9982042,0.0001064314,0.0003608158,0.0004245903,0.0004221409,0.0004817887],"domain_scores_gemma":[0.9992034,0.0001137272,0.0002033481,0.0002528787,0.00001632042,0.0002103442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000720189,0.00002602525,0.372251,0.00003414964,0.000004429152,0.000007149933,0.0007988469,0.0001773476,0.6208512,0.0001001435,0.000001797791,0.005675932],"study_design_scores_gemma":[0.0003839959,0.0001477004,0.6965705,0.0001662747,0.00001138214,0.00004284318,0.0007214447,0.001230714,0.2999269,0.0005978153,0.00002500431,0.0001754612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989656,0.00007562803,0.00001612338,0.0003474934,0.00008262766,0.0002297623,0.0001061894,0.000006997001,0.0001695519],"genre_scores_gemma":[0.9980406,0.001725314,0.0001008388,0.00008865403,0.00001267772,8.359935e-7,0.000008743829,0.000004540702,0.00001778516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3243195,"threshold_uncertainty_score":0.9984664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149188074965917,"score_gpt":0.1865510763823886,"score_spread":0.1716322688857969,"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."}}