{"id":"W6886024252","doi":"10.14288/1.0041923","title":"Two-dimensional nitrogen and carbon flux model in a coastal upwelling region","year":2011,"lang":"en","type":"article","venue":"Open Collections","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Upwelling; Photic zone; Sink (geography); Carbon sink; Total inorganic carbon; Flux (metallurgy); Carbon dioxide; Total organic carbon; Carbon flux; Nitrogen","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":[0.0003246951,0.0007433341,0.00091315,0.0004816855,0.0009973999,0.001530398,0.00276037,0.002787217,0.004576866],"category_scores_gemma":[0.0008431765,0.0007109881,0.001036068,0.0007746919,0.001030016,0.0008961683,0.001249191,0.001051437,0.0004769714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003287592,"about_ca_system_score_gemma":0.00257138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1950567,"about_ca_topic_score_gemma":0.07402211,"domain_scores_codex":[0.9998446,0.00003586032,0.000008032614,0.00005376808,0.00002411468,0.00003371218],"domain_scores_gemma":[0.9996369,0.0001052558,0.00005233624,0.00001826755,0.0001037374,0.00008345231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004662361,0.00002797242,0.001441845,0.00001343245,0.00002013322,0.0001327002,0.00002128139,0.9947889,0.0006216075,0.002195275,0.0002692659,0.000421009],"study_design_scores_gemma":[0.00004376553,0.00001160155,0.0006486698,0.000002633593,0.000008322375,0.00001053113,0.00001685565,0.9984134,0.0000569409,0.0004619659,0.0003163545,0.000008902189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8845273,0.0005433694,0.0527419,0.001479766,0.0001763841,0.0001664122,0.006983982,0.0007049459,0.0526759],"genre_scores_gemma":[0.9709754,0.0002697182,0.007913525,0.0001687703,0.00003832333,0.0002629691,0.001702914,0.00007834991,0.01859001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1950567,"threshold_uncertainty_score":0.3878427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03281867134524848,"score_gpt":0.2113811683736723,"score_spread":0.1785624970284238,"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."}}