{"id":"W7010590870","doi":"","title":"An investigation into the influences of catchment
\\nnutrient export and climatic effects on the trophic
\\nstatus of a small inter-drumlin lake, Milltown Lake,
\\nCo. Monaghan.","year":2020,"lang":"en","type":"dissertation","venue":"STOR (Dundalk Institute of Technology)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Lake Ecological Observatory Network","keywords":"Nutrient; Fencing; Eutrophication; Grazing; Buffer strip; Climate change; Nutrient cycle; Growing season; Water column","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001957646,0.0001030143,0.0001557564,0.0003079597,0.0007728828,0.0008426688,0.0002875614,0.0001604477,0.001884045],"category_scores_gemma":[0.0005746328,0.00007912574,0.0001486119,0.0007983479,0.0003633449,0.0002636397,0.000481529,0.0001589293,0.0001602662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794209,"about_ca_system_score_gemma":0.0009796171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1471847,"about_ca_topic_score_gemma":0.3460197,"domain_scores_codex":[0.9998901,0.00002176312,0.000004386269,0.00002801362,0.00002298565,0.0000327643],"domain_scores_gemma":[0.9997407,0.00006131548,0.00005511243,0.00001163066,0.00007060964,0.00006072853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002319743,0.0001320849,0.9729491,0.00004834855,0.00006321507,0.000358488,0.002732086,0.0006089793,0.008047344,0.0003877185,0.0008917555,0.01354881],"study_design_scores_gemma":[0.000001777116,0.00002026939,0.9986988,0.000001739995,0.000004442563,0.00001181575,0.0004657245,0.0002937937,0.00009833512,0.00001931396,0.0003817593,0.000002081897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987611,0.00001650063,0.00003453439,0.00002510579,8.71664e-7,0.000004583075,0.0001317575,0.000002152379,0.001023489],"genre_scores_gemma":[0.9987302,0.00002789261,0.00007927118,0.00002283226,0.000002506684,0.000009273747,0.0002301883,0.00000324334,0.0008946183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1471847,"threshold_uncertainty_score":0.2926561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008843337987299039,"score_gpt":0.2247941316873468,"score_spread":0.2159507937000478,"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."}}