{"id":"W3016775138","doi":"10.1016/j.scitotenv.2020.138808","title":"Associations of five food- and water-borne diseases with ecological zone, land use and aquifer type in a changing climate","year":2020,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; Pacific Institute for Climate Solutions; University of Victoria; University of Northern British Columbia; Simon Fraser University","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Ecology; Environmental science; Aquifer; Agriculture; Climate change; Land use; Geography; Biology; Groundwater","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005369295,0.0001994926,0.0002261381,0.000669273,0.0004190702,0.0006455859,0.0003400999,0.000510867,0.002435796],"category_scores_gemma":[0.001297866,0.0001783201,0.0006583642,0.0009662487,0.000551926,0.0004450801,0.0005796228,0.0005477705,0.0001677744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003653289,"about_ca_system_score_gemma":0.0003813768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415359,"about_ca_topic_score_gemma":0.02281855,"domain_scores_codex":[0.9995866,0.0001046012,0.0000496124,0.00009299061,0.00004193662,0.0001242041],"domain_scores_gemma":[0.9981753,0.0004153466,0.0006741252,0.0001117958,0.0002001611,0.0004233316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009348435,0.00002164484,0.9990451,0.000002786119,0.00004630058,0.00002562309,0.0000584336,0.00003863614,0.0002375642,0.00001152372,0.00002109945,0.0003978429],"study_design_scores_gemma":[0.00000105487,0.00003398413,0.9995211,8.205815e-7,0.0000115245,0.0000311737,0.0001910956,0.0001189455,0.00003978551,0.00001130533,0.00003736397,0.000001793375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995121,0.00004252522,0.00005666129,0.000024848,0.000003582111,0.000001945741,0.0002109109,0.0000022094,0.0001452227],"genre_scores_gemma":[0.9997075,0.00002171855,0.00003575686,0.0000076686,0.000002931583,0.000001649462,0.0001365129,0.000001062578,0.00008510703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01415359,"threshold_uncertainty_score":0.02814245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265196743385508,"score_gpt":0.2201125413337092,"score_spread":0.1974605738998541,"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."}}