{"id":"W2947173463","doi":"10.5539/jas.v11n8p176","title":"Indicator of Quality of Water for Human Consumption in the Community El Comején, Masaya (Nicaragua)","year":2019,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Educational Research and Science Teaching","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fecal coliform; Sampling (signal processing); Population; Potassium; Consumption (sociology); Human health; Environmental science; Water quality; Geography; Biology; Chemistry; Ecology; Environmental health; Engineering; Medicine; Social science; Sociology","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":[0.0002605797,0.0003291584,0.0001794605,0.00108699,0.0004533054,0.0005223274,0.0003295945,0.0002804224,0.0006817953],"category_scores_gemma":[0.0005311737,0.0001397633,0.0001163906,0.0013045,0.0003805507,0.000185897,0.0006486755,0.000129419,0.0001060303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449079,"about_ca_system_score_gemma":0.0007949182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09776464,"about_ca_topic_score_gemma":0.1589219,"domain_scores_codex":[0.9997931,0.00006292728,0.00001945157,0.00004530382,0.0000453221,0.0000340139],"domain_scores_gemma":[0.9997385,0.00003999966,0.00009333742,0.00001246032,0.00009087958,0.00002481455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001500578,0.0000763218,0.9679778,0.000177236,0.00005281955,0.0007062401,0.002540852,0.0003771261,0.01282947,0.0001689563,0.0002651383,0.01467798],"study_design_scores_gemma":[0.000003127317,0.00006669665,0.9932678,0.00002626095,0.0000189529,0.0002807531,0.003488186,0.0004555625,0.001026604,0.00005279925,0.001305535,0.000007771509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974241,0.000307919,0.0001820331,0.00003272385,0.000003333204,0.0000293902,0.0003476189,0.000008167717,0.001664659],"genre_scores_gemma":[0.9975055,0.0002469963,0.001103421,0.00001554445,0.000002615751,0.00005544968,0.0003438304,0.000002566034,0.0007240577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09776464,"threshold_uncertainty_score":0.1943912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245383202518567,"score_gpt":0.394790672542822,"score_spread":0.2702523522909653,"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."}}