{"id":"W2625501967","doi":"","title":"Water Quality Evaluation of Domestic Wells in Surman, Northwestern Libya","year":2017,"lang":"en","type":"article","venue":"Nova Journal of Engineering and Applied Sciences","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Total dissolved solids; Water quality; Groundwater; Environmental science; Environmental chemistry; Environmental engineering; Chemistry; Geology; Geotechnical engineering; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002758908,0.0001688813,0.0001886312,0.0006406689,0.0006775922,0.0006907017,0.0001530894,0.0002954491,0.0005743946],"category_scores_gemma":[0.0002374018,0.0001008139,0.00009997254,0.0009426583,0.0003134568,0.0002306254,0.0002664616,0.0001071,0.00006900131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210468,"about_ca_system_score_gemma":0.0006066186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002419,"about_ca_topic_score_gemma":0.02821415,"domain_scores_codex":[0.999796,0.0000408676,0.00001709689,0.00002924198,0.00008263602,0.00003424457],"domain_scores_gemma":[0.9998079,0.000035973,0.00006154446,0.0000059216,0.00007067017,0.00001801856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000283209,0.0001864784,0.891456,0.0002392157,0.00004810443,0.001409535,0.002878221,0.0008309785,0.07509705,0.0001978636,0.000191493,0.02718193],"study_design_scores_gemma":[0.00001520967,0.0004327923,0.9750537,0.00004915236,0.00003626896,0.0005866501,0.00822574,0.001480844,0.01228031,0.0001142025,0.001707227,0.00001791026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993304,0.000105446,0.00008516746,0.00001237693,0.000001305207,0.000005157514,0.0000329729,0.000002147498,0.0004251068],"genre_scores_gemma":[0.9990436,0.0001390227,0.0003132925,0.00001411706,0.00000197712,0.000006438021,0.0000572131,6.74636e-7,0.0004234727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01002419,"threshold_uncertainty_score":0.01993167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08987339464923998,"score_gpt":0.3525158670804144,"score_spread":0.2626424724311744,"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."}}