{"id":"W2600065146","doi":"10.1038/s41598-017-00604-y","title":"Reinterpretation of oceanic 230Th profiles based on decadal export productivity (2003–2010)","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Bjerknessenteret for klimaforskning, Universitetet i Bergen; Universitetet i Bergen; Shandong University; Dalhousie University; University of Bern","keywords":"Scavenging; Productivity; Nuclide; Environmental science; Advection; Oceanography; Climatology; Econometrics; Geology; Chemistry; Mathematics; Physics; Economics; Thermodynamics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0013564,0.0001208208,0.00014581,0.00007016457,0.00047284,0.0001457141,0.0002220182,0.00004531808,0.0008879869],"category_scores_gemma":[0.000592595,0.0001040633,0.00006246613,0.000185797,0.0006466866,0.000518715,0.00004338866,0.00008978936,0.00005969603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009300199,"about_ca_system_score_gemma":0.00007609859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005399387,"about_ca_topic_score_gemma":0.00004454158,"domain_scores_codex":[0.9980564,0.00004847323,0.000315018,0.0007098046,0.000678268,0.0001920047],"domain_scores_gemma":[0.9981599,0.00001571098,0.0003820558,0.001269597,0.00008981078,0.00008290067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009720464,0.0007238968,0.7665904,0.00004798949,0.00002426726,0.0002424843,0.0007390217,0.0006975543,0.1745968,0.0002908974,0.0197382,0.03621121],"study_design_scores_gemma":[0.0001481516,0.00006144975,0.7702254,0.0000307303,0.00001278932,0.00001731441,0.00001626121,0.003290241,0.2206947,0.0004670053,0.004896196,0.0001397629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562208,0.000004564999,0.002319743,0.0002243849,0.004507998,0.0005061791,0.000003605168,0.00003176482,0.03618097],"genre_scores_gemma":[0.9915448,3.898965e-7,0.0004358262,0.00002012212,0.00002187261,0.00001916363,0.00001702889,0.00001001012,0.0079308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04609785,"threshold_uncertainty_score":0.9722834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348044938179304,"score_gpt":0.2435667037400841,"score_spread":0.2300862543582911,"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."}}