{"id":"W2002168503","doi":"10.1007/s10040-003-0253-9","title":"Response to comments on an article entitled 'A geochemical survey of spring water from the main Ethiopian rift valley, southern Ethiopia: implications for well-head protection' by McKenzie et al., Hydrogeology Journal (2001) 9:265–272","year":2003,"lang":"en","type":"article","venue":"Hydrogeology Journal","topic":"Groundwater and Watershed Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Hydrogeology; Spring (device); Geology; Rift valley; Head (geology); Hydrology (agriculture); Archaeology; Geomorphology; Geography; Geotechnical engineering; Paleontology; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005858872,0.0002578104,0.0003630799,0.0001002529,0.0007018342,0.00008977258,0.0005974223,0.0002709566,0.002036122],"category_scores_gemma":[0.0003567262,0.0001702129,0.0001861209,0.0001924096,0.0002991482,0.000170035,0.0001402179,0.001096281,0.0003418138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809042,"about_ca_system_score_gemma":0.00004533478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004796787,"about_ca_topic_score_gemma":0.004833691,"domain_scores_codex":[0.9951895,0.002629263,0.0006718505,0.0004304078,0.000309611,0.0007694059],"domain_scores_gemma":[0.9984666,0.0003939608,0.0002128519,0.0004788359,0.00007343121,0.0003743095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001042908,0.0004727376,0.5863816,0.000001648411,0.0002554954,0.0000118866,0.002187337,0.002192784,0.3990775,0.00004038584,0.008121572,0.0002141564],"study_design_scores_gemma":[0.008707547,0.002603628,0.5551916,0.00007748109,0.0004399031,0.00177632,0.001098482,0.002846076,0.3093095,0.02342274,0.09316151,0.001365213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539644,0.00002134368,0.009015694,0.0363808,0.000152783,0.0003265155,0.00005416973,0.00001611712,0.00006817309],"genre_scores_gemma":[0.9911553,0.00001488576,0.0009917027,0.007477712,0.00003291171,0.00003899823,0.00003243148,0.00003134894,0.0002247373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08976804,"threshold_uncertainty_score":0.9988762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708602554902308,"score_gpt":0.2800454171779767,"score_spread":0.2529593916289536,"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."}}