{"id":"W2620076877","doi":"10.1016/j.limno.2017.04.005","title":"Gradients of organic matter quality, mineralization and sequestration in Cook’s Bay of Lake Simcoe, Canada","year":2017,"lang":"en","type":"article","venue":"Limnologica","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Organic matter; Total organic carbon; Bay; Dissolved organic carbon; Environmental science; Environmental chemistry; Carbon sequestration; Sedimentation; Sediment; Mineralization (soil science); Geology; Oceanography; Chemistry; Soil science; Carbon dioxide; Geomorphology; Soil water","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001090059,0.00004782965,0.000121953,0.00002229631,0.00004073812,0.00001579187,0.0001045777,0.00003648446,0.0008201547],"category_scores_gemma":[0.00004166061,0.00003714663,0.000007943619,0.00003486126,0.00003486051,0.00008724353,0.00001316823,0.00003086981,0.000003211369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001733961,"about_ca_system_score_gemma":0.00003768926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5389596,"about_ca_topic_score_gemma":0.9956018,"domain_scores_codex":[0.9995096,0.00004046634,0.0001895924,0.00009264988,0.00008625778,0.0000813797],"domain_scores_gemma":[0.9996354,0.00002458867,0.0001650296,0.0001299808,0.00002247144,0.00002252734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007983384,0.000005640579,0.9984361,0.00003351074,0.000002558283,0.000002279177,0.00002422975,0.00002230945,0.0001753259,0.00008237094,0.00008610635,0.001121609],"study_design_scores_gemma":[0.0001142995,0.0000496337,0.9985977,0.00001099563,0.000002007622,0.000001579044,0.00003584467,0.0002564282,0.0001807653,0.0002345574,0.0004721092,0.00004406929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983182,0.00002395871,0.000004868007,0.0001957791,0.00007166062,0.00006630192,0.00004748045,0.000002612027,0.0164053],"genre_scores_gemma":[0.9993271,0.00002213686,0.00001831978,0.0000625279,0.000009740723,3.180944e-7,0.00006498925,7.628008e-7,0.0004941527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4566422,"threshold_uncertainty_score":0.8980119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958144116650124,"score_gpt":0.220160568871712,"score_spread":0.2005791277052108,"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."}}