{"id":"W2751409553","doi":"10.1007/s10933-017-9995-6","title":"Influence of industrial activity and pollution on the paleoclimate reconstruction from a eutrophic lake in lowland England, UK","year":2017,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Edge Hill University","keywords":"Paleoclimatology; Sedimentology; Eutrophication; Paleolimnology; Climate change; Pollution; Limnology; Geology; Physical geography; Environmental science; Oceanography; Hydrology (agriculture); Geography; Geochemistry; Nutrient; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003214307,0.0002008268,0.0003696857,0.002406066,0.00106126,0.001713207,0.0005173711,0.0006394217,0.002532908],"category_scores_gemma":[0.001692551,0.0003143498,0.0003111182,0.002836329,0.001141441,0.0006292147,0.001621958,0.0003707236,0.0003609844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002523076,"about_ca_system_score_gemma":0.001253041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3656939,"about_ca_topic_score_gemma":0.5495875,"domain_scores_codex":[0.9997067,0.0000677724,0.00005279671,0.00004916147,0.00005027056,0.00007332208],"domain_scores_gemma":[0.999095,0.0002058533,0.0002534685,0.00003608023,0.0002903786,0.0001192655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006636801,0.00004867101,0.9806421,0.0001387119,0.0001217065,0.001267746,0.00397092,0.001137938,0.003824995,0.0001829229,0.0002968643,0.00770383],"study_design_scores_gemma":[0.000005750427,0.00001145799,0.9986602,0.00001205371,0.00001168616,0.00006579842,0.0007076946,0.0001876787,0.00006022871,0.00001672577,0.0002565976,0.000004139551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986625,0.0002261417,0.00003098651,0.00007864302,0.000002443641,0.000002873489,0.0002955021,0.000003079011,0.0006978921],"genre_scores_gemma":[0.9993678,0.0001013759,0.00003342536,0.00001500316,0.000002491662,0.000003062728,0.0002119245,0.000002937178,0.0002620898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3656939,"threshold_uncertainty_score":0.7271306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03456502546309229,"score_gpt":0.2550184294363284,"score_spread":0.2204534039732361,"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."}}