{"id":"W2478585507","doi":"10.15377/2410-3624.2015.02.02.1","title":"Cost Analysis of Water Purification Methods in India","year":2015,"lang":"en","type":"article","venue":"The Global Environmental Engineers","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Cooker; Potable water; Production cost; Environmental science; Process engineering; Computer science; Engineering; Environmental engineering; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000828016,0.0003523951,0.0002574621,0.005793676,0.0004397335,0.001080858,0.0006860106,0.0002779374,0.002008587],"category_scores_gemma":[0.003041922,0.0001550641,0.0007322818,0.004546118,0.0003106786,0.0006391984,0.0005256079,0.0002318791,0.0003505584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003158732,"about_ca_system_score_gemma":0.00112096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009666436,"about_ca_topic_score_gemma":0.01375109,"domain_scores_codex":[0.9973032,0.000401517,0.0001347355,0.0001511834,0.001799703,0.0002096555],"domain_scores_gemma":[0.9957227,0.001381775,0.000891738,0.0002727451,0.001639751,0.00009128797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002361567,0.0004790814,0.3078111,0.003468633,0.0004999156,0.001383086,0.001133028,0.02748888,0.05277696,0.01094454,0.00701471,0.5846385],"study_design_scores_gemma":[0.00002634986,0.001430694,0.8447418,0.0003017563,0.0004412432,0.001764838,0.003185817,0.01734777,0.08223068,0.001459665,0.04693379,0.0001356532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467618,0.01184501,0.009156145,0.0005230123,0.00009761698,0.0001971558,0.002810358,0.0001234915,0.02848535],"genre_scores_gemma":[0.9811354,0.004013017,0.008057929,0.00006465338,0.00003628903,0.0001080087,0.001609124,0.00004095827,0.004934628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009666436,"threshold_uncertainty_score":0.02291834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08977771552296242,"score_gpt":0.4537740764211365,"score_spread":0.3639963608981741,"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."}}