{"id":"W1589900228","doi":"10.1080/14634988.2014.937316","title":"Spatial extent and dissipation of the deep chlorophyll layer in Lake Ontario during the Lake Ontario lower foodweb assessment, 2003 and 2008","year":2015,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey","keywords":"Thermocline; Chlorophyll a; Mixed layer; Chlorophyll; Deep chlorophyll maximum; Oceanography; Environmental science; Phytoplankton; Colored dissolved organic matter; Transect; Benthic zone; Water column; Photic zone; Geology; Hydrology (agriculture); Nutrient; Ecology; Biology","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":[0.0001723262,0.0002021504,0.0002307895,0.0009870755,0.001176825,0.0008481527,0.0004170787,0.0002672503,0.0007903934],"category_scores_gemma":[0.0007649879,0.0003052881,0.0002572864,0.001860916,0.000454819,0.000284836,0.0008693745,0.0001902373,0.0001225608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01274114,"about_ca_system_score_gemma":0.00651726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9699457,"about_ca_topic_score_gemma":0.9929267,"domain_scores_codex":[0.9997793,0.000007247004,0.00001288624,0.00004000445,0.00008848957,0.00007212411],"domain_scores_gemma":[0.9993867,0.00002433494,0.00019489,0.00001621975,0.0002746808,0.0001030755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001561875,0.00001458573,0.9797465,0.00007027204,0.00006215744,0.0001274568,0.004754003,0.0002861547,0.004874436,0.0001045713,0.001268475,0.008535184],"study_design_scores_gemma":[0.00000106551,0.000002913956,0.9988807,0.000003789672,0.000004716323,0.000007392272,0.0003054211,0.00007674475,0.00006828261,0.00000315345,0.0006434955,0.000002377912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960681,0.0001228565,0.0001062331,0.00007384416,0.000001887269,0.00001545021,0.001745613,0.000009989565,0.00185597],"genre_scores_gemma":[0.9954651,0.0001218023,0.0002754085,0.00003054639,0.000002043929,0.0000323862,0.001594117,0.000005189413,0.002473513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03005433,"threshold_uncertainty_score":0.09244394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346001583424344,"score_gpt":0.2339041065223121,"score_spread":0.2204440906880687,"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."}}