{"id":"W2107476130","doi":"10.1134/s0001437008020045","title":"Organic matter of the North Atlantic","year":2008,"lang":"en","type":"article","venue":"Oceanology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Foundation for Basic Research","keywords":"Photic zone; Particulates; Organic matter; Remineralisation; Environmental chemistry; Water column; Surface layer; Oceanography; Chemical composition; Surface water; Total organic carbon; Geology; Chemistry; Environmental science; Mineralogy; Phytoplankton; Nutrient; Layer (electronics)","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":[0.0001029988,0.0001982677,0.0001911823,0.0008711627,0.0006905553,0.0006901339,0.0001416306,0.0001371781,0.001408953],"category_scores_gemma":[0.0002373538,0.0001134525,0.0001376073,0.001148205,0.0001709631,0.0001834526,0.000348024,0.0001301718,0.0002494065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065096,"about_ca_system_score_gemma":0.0006044403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1796816,"about_ca_topic_score_gemma":0.3428802,"domain_scores_codex":[0.9998837,0.000007187464,0.0000088581,0.00003515911,0.00003565786,0.00002956135],"domain_scores_gemma":[0.9998461,0.000009825135,0.00005562826,0.000004353512,0.00005309726,0.00003094246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001962891,0.00002860011,0.9151164,0.0001090241,0.00006922907,0.000326411,0.001106833,0.0001579966,0.06109123,0.0001042419,0.0003112605,0.02138237],"study_design_scores_gemma":[0.000001184367,0.000008560792,0.9991487,0.000003119171,0.000006193211,0.00002076125,0.0001364987,0.00002933913,0.0001332346,0.000007622961,0.0005034838,0.000001247845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960156,0.0005007831,0.00004778515,0.00003787051,0.000006787595,0.000006827698,0.0005393883,0.000003761551,0.002841208],"genre_scores_gemma":[0.9969476,0.0006055624,0.000210156,0.00007291124,0.00001759354,0.000009927287,0.0009731257,0.00000357652,0.001159664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1796816,"threshold_uncertainty_score":0.3572714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007968277468336284,"score_gpt":0.157876012810073,"score_spread":0.1499077353417367,"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."}}