{"id":"W2074305304","doi":"10.1078/1438-4639-00290","title":"Development of agroenvironmental indicators to evaluate the hygienic pressure of livestock production on human health","year":2004,"lang":"en","type":"article","venue":"International Journal of Hygiene and Environmental Health","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada; Université de Montréal","funders":"Health Canada","keywords":"Livestock; Agriculture; Environmental science; Environmental planning; Production (economics); Contamination; Environmental resource management; Waterborne diseases; Human health; Environmental health; Indicator organism; Water resource management; Business; Water quality; Geography; Environmental engineering; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006608805,0.0001089001,0.0002069935,0.00005666875,0.0001840245,0.000008002905,0.0002855086,0.00002464463,0.00005515489],"category_scores_gemma":[0.000009954487,0.0000462553,0.00006678292,0.00008277925,0.0001063272,0.00009181516,0.00009328993,0.0001263844,0.000003472944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925229,"about_ca_system_score_gemma":0.00004793605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007509512,"about_ca_topic_score_gemma":0.0001262305,"domain_scores_codex":[0.9983613,0.00007556937,0.0006307808,0.000156915,0.0006166949,0.0001587251],"domain_scores_gemma":[0.9992813,0.00002292915,0.0004989885,0.00005126343,0.00001315748,0.0001323835],"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":[0.0008675304,0.002655294,0.0091561,0.00006198486,0.000374773,0.00000603907,0.009526017,0.004336643,0.2824232,0.0007755183,0.000348337,0.6894686],"study_design_scores_gemma":[0.0007611218,0.005069611,0.9383058,0.0002631896,0.00001513351,0.00007644548,0.00276063,0.000003095004,0.04000187,0.0002164938,0.01238571,0.0001409056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909859,0.0004774869,0.00001166547,0.008092827,0.0001649305,0.0002016466,0.00003495236,0.000002547598,0.00002798872],"genre_scores_gemma":[0.9984587,0.0003355346,0.0005691608,0.0004774557,0.000109789,0.000003288546,0.00002049807,0.000001570581,0.00002395284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9291497,"threshold_uncertainty_score":0.1886236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836656817071467,"score_gpt":0.2864731406439417,"score_spread":0.2581065724732271,"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."}}