{"id":"W7097420783","doi":"","title":"The role of submerged macrophyte beds in phosphorus and sediment accumulation in Lake Memphremagog","year":2003,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Profundal zone; Macrophyte; Sediment; Littoral zone; Hydrology (agriculture); Biomass (ecology)","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":[0.0001879687,0.0001782293,0.0002076307,0.0006304035,0.0005500275,0.0005773275,0.0003309276,0.0002350168,0.0006190302],"category_scores_gemma":[0.00051547,0.0002075334,0.0001663005,0.0004690775,0.0004406227,0.0003901595,0.000584614,0.0001053367,0.00009074726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158861,"about_ca_system_score_gemma":0.001130097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5082634,"about_ca_topic_score_gemma":0.7212242,"domain_scores_codex":[0.9999151,0.00001109467,0.000007110444,0.00002425728,0.00001569916,0.00002664448],"domain_scores_gemma":[0.9998016,0.00004628097,0.00004692611,0.000009033343,0.00004309543,0.00005305279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002749367,0.0000177433,0.9616845,0.00006544484,0.0000565756,0.000464767,0.001450245,0.0006030048,0.02819739,0.00008206721,0.00007676859,0.007026462],"study_design_scores_gemma":[0.000002702007,0.00001791813,0.9987539,0.000003307413,0.000006059588,0.00003011883,0.0002554728,0.0004635235,0.0003369465,0.00001597782,0.0001107478,0.000003274715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997131,0.00004546029,0.00001696604,0.000006669041,1.850963e-7,0.000001454908,0.00006073676,0.000001265855,0.0001540854],"genre_scores_gemma":[0.9996712,0.00003191708,0.00006359673,0.000004339603,3.377274e-7,0.00000264551,0.00006771147,7.699381e-7,0.0001574034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4917366,"threshold_uncertainty_score":0.9892651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006363530354288577,"score_gpt":0.2173534186639845,"score_spread":0.2109898883096959,"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."}}