{"id":"W2165387875","doi":"10.1186/1467-4866-6-52","title":"Polyphosphates as a source of enhanced P fluxes in marine sediments overlain by anoxic waters: Evidence from 31P NMR","year":2005,"lang":"en","type":"article","venue":"Geochemical Transactions","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Georgia Institute of Technology","keywords":"Anoxic waters; Sediment; Benthic zone; Diagenesis; Environmental chemistry; Geology; Sedimentary rock; Phosphorus; Fjord; Bioturbation; Organic matter; Flux (metallurgy); Oceanography; Geochemistry; Chemistry; Mineralogy; Paleontology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001023082,0.0001486465,0.0002248094,0.00005437947,0.00004996829,0.00002398527,0.0001839979,0.00009159054,0.009876115],"category_scores_gemma":[0.0000174449,0.000134274,0.00008023414,0.0002170398,0.00005221175,0.0003301826,0.000007455266,0.000166429,0.0001758428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001061863,"about_ca_system_score_gemma":0.00002805546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07001316,"about_ca_topic_score_gemma":0.009468956,"domain_scores_codex":[0.9988191,0.00004036005,0.0003339019,0.0002880015,0.0002277737,0.0002909244],"domain_scores_gemma":[0.9994186,0.0002028222,0.00006129668,0.0001719876,0.00002081206,0.0001244862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006666409,0.0005262236,0.2133906,0.0001465385,0.0002197859,0.00001056594,0.002000923,0.009590648,0.4095455,0.00000241284,0.001665401,0.3622347],"study_design_scores_gemma":[0.0009624538,0.0002008013,0.01345947,0.0002176759,0.00005159666,0.000007453242,0.0004480365,0.01173158,0.9650943,0.0003904543,0.007004939,0.0004312385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954755,0.0005139283,0.001516368,0.0004979291,0.00006905408,0.0001470043,0.0001215684,0.00003618336,0.001622459],"genre_scores_gemma":[0.9980391,0.0001969099,0.0005125999,0.0001122113,0.00004979688,0.000005818619,0.0001690395,0.00000422389,0.0009103047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5555488,"threshold_uncertainty_score":0.991029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007201440373978082,"score_gpt":0.2013741652541488,"score_spread":0.1941727248801708,"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."}}