{"id":"W2087302684","doi":"10.1023/a:1024856207478","title":"Concentrations of heavy metals and related trace elements in some Ethiopian rift-valley lakes and their in-flows","year":2003,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Waterloo; University of Florida","keywords":"Effluent; Mercury (programming language); Environmental chemistry; Heavy metals; Trace element; Environmental science; Rift valley; Chemistry; Environmental engineering; Geology; Geochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009203562,0.0001576307,0.0002674239,0.00004364759,0.00004369187,0.000007460025,0.0001011732,0.0001407294,0.0005480437],"category_scores_gemma":[0.0001289358,0.0001260232,0.00002639207,0.0001540346,0.0003663692,0.0001558008,0.00007493134,0.0001897413,0.00002660426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007728084,"about_ca_system_score_gemma":0.000007958133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000681828,"about_ca_topic_score_gemma":0.0003160293,"domain_scores_codex":[0.9985139,0.0003322058,0.0004446558,0.0003419112,0.00008315962,0.0002841181],"domain_scores_gemma":[0.9995193,0.0001213166,0.00009676908,0.0001946531,0.000001375,0.00006651193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002581666,0.0004416481,0.5117059,0.00002301342,0.00004518672,0.00001553291,0.003059671,0.004712896,0.4746454,0.002470443,0.00004969272,0.002804869],"study_design_scores_gemma":[0.003725307,0.0004894148,0.8575262,0.0001105115,0.00003516468,0.00005081372,0.001174447,0.005511633,0.1109545,0.00978262,0.009782291,0.0008570518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965321,0.0007110307,0.00002068818,0.0001234795,0.0000549777,0.0003637448,0.00001166499,0.00001102019,0.002171301],"genre_scores_gemma":[0.997932,0.0004915376,0.001325072,0.00008205638,0.000002263069,0.00002272191,0.000005692329,0.000008449044,0.0001302046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3636909,"threshold_uncertainty_score":0.6000694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325168616739192,"score_gpt":0.231214646146667,"score_spread":0.2179629599792751,"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."}}