{"id":"W2072831564","doi":"10.1038/443043a","title":"Nitrogen balance and Arctic throughflow","year":2006,"lang":"en","type":"article","venue":"Nature","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":161,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Throughflow; Arctic; Oceanography; Environmental science; The arctic; Nitrogen; Nitrogen fixation; Geology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006931615,0.00008536894,0.00008617681,0.00001927266,0.0001151734,0.00002987596,0.00008631174,0.0003051519,0.0004716519],"category_scores_gemma":[0.00001831408,0.00006579959,0.00002468583,0.00009306118,0.000065444,0.000115168,0.000006787477,0.0006541615,0.00006630977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002707568,"about_ca_system_score_gemma":0.00001584867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009140766,"about_ca_topic_score_gemma":0.0005913348,"domain_scores_codex":[0.9994213,0.00001553393,0.00007660946,0.000159056,0.0001394332,0.0001880403],"domain_scores_gemma":[0.9997554,0.00005941759,0.00002745405,0.00009400809,0.00002177918,0.00004194267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000088129,0.000005127553,0.9930308,0.00001435742,0.000005255974,0.00001290797,0.00002755131,0.00007676099,0.000007534641,0.001133352,0.001125968,0.004551596],"study_design_scores_gemma":[0.0001968037,0.00003037025,0.9504796,0.00001337047,0.000014432,0.00007272959,0.00006441986,0.005239145,0.00001731234,0.03008338,0.01364311,0.00014532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980047,0.002564015,0.0001089613,0.001313387,0.0002899009,0.00007889981,0.00004836461,0.00004633153,0.01550309],"genre_scores_gemma":[0.9959124,0.00006959419,0.002092772,0.001211945,0.0002245255,2.213744e-7,0.00008808103,0.000002407025,0.0003980432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04255117,"threshold_uncertainty_score":0.5164257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002913803673820093,"score_gpt":0.1856984876571471,"score_spread":0.182784683983327,"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."}}