{"id":"W2081133273","doi":"10.4081/jlimnol.2004.63","title":"A consideration of potential confounding factors limiting chemical and biological recovery at Lochnagar, a remote mountain loch in Scotland","year":2004,"lang":"en","type":"article","venue":"Journal of Limnology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Drainage basin; Deposition (geology); Precipitation; Climate change; Pollution; Pollutant; Limiting; Structural basin; Hydrology (agriculture); Physical geography; Oceanography; Ecology; Geology; Geography; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000502396,0.0001028168,0.0003754502,0.0001394719,0.00004665477,0.00001046676,0.0001182161,0.0002054191,0.0002075114],"category_scores_gemma":[0.0005221653,0.00008307547,0.00007112453,0.0001167142,0.0003837605,0.0001318254,0.000169979,0.0002554026,0.000007863554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003739782,"about_ca_system_score_gemma":0.0000274649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001161228,"about_ca_topic_score_gemma":0.0002931166,"domain_scores_codex":[0.9987711,0.0001193416,0.0005883318,0.0001663609,0.0001338616,0.0002209545],"domain_scores_gemma":[0.9991943,0.0002045577,0.0004457227,0.00008184697,0.00002064158,0.0000529737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002222896,0.00008687842,0.6607455,0.000006055518,0.00005018351,0.0001906988,0.0003085439,0.00502842,0.3321504,0.0001123991,0.00002218472,0.001076473],"study_design_scores_gemma":[0.00568993,0.002262536,0.8316537,0.0001311821,0.0001395285,0.004637488,0.001296659,0.001594139,0.132816,0.01912447,0.0001674838,0.0004868762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980548,0.00006367774,0.001016872,0.0004693995,0.0001045586,0.00006426861,8.248485e-7,0.000003449516,0.000222163],"genre_scores_gemma":[0.9973239,0.0001165816,0.002379594,0.0001229357,0.00003742122,3.124781e-7,0.000001761471,0.000005266836,0.00001222944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1993343,"threshold_uncertainty_score":0.3387719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581503252539494,"score_gpt":0.2471244232855254,"score_spread":0.2313093907601304,"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."}}