{"id":"W2029265447","doi":"10.1128/aem.05734-11","title":"Genetic Markers for Rapid PCR-Based Identification of Gull, Canada Goose, Duck, and Chicken Fecal Contamination in Water","year":2011,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Goose; Biology; Feces; Contamination; Identification (biology); Zoology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004452783,0.0005804831,0.0002603378,0.001190447,0.0002334063,0.0004278757,0.0003398313,0.0004148874,0.001340029],"category_scores_gemma":[0.0008826618,0.0003724219,0.0003220715,0.000481331,0.0003735288,0.0001815925,0.0003357409,0.0004768824,0.0005471454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006307864,"about_ca_system_score_gemma":0.0006942773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008583456,"about_ca_topic_score_gemma":0.02690458,"domain_scores_codex":[0.9992827,0.0001203366,0.00004859026,0.0001926487,0.000260727,0.0000949926],"domain_scores_gemma":[0.9994199,0.00009782551,0.000201338,0.00004078717,0.0001622334,0.00007789317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006527327,0.00002864825,0.004102088,0.00005504229,0.000009576909,0.00002890909,0.00004603172,0.00009733316,0.9897954,0.00008976856,0.00008138611,0.005600632],"study_design_scores_gemma":[0.00004102086,0.0009533039,0.1649372,0.0001312637,0.0001046362,0.0006056281,0.0003821948,0.008254368,0.8119631,0.0001993773,0.01238837,0.0000395818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227914,0.001457526,0.06680711,0.0001648588,0.00005246656,0.0004232401,0.002629729,0.0005580026,0.005115558],"genre_scores_gemma":[0.7875206,0.001096988,0.1942465,0.0002425292,0.00001905687,0.000652371,0.006231576,0.00008943336,0.009900972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008583456,"threshold_uncertainty_score":0.01706702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007936273090650835,"score_gpt":0.1666413025094996,"score_spread":0.1587050294188488,"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."}}