{"id":"W2038696650","doi":"10.1080/10934520601011262","title":"The capacity of the Gunderboom® in Mamaroneck Harbor on the reduction of<i>E. coli</i>and coliform bacteria from water and soft-shelled clams (<i>Mya arenaria</i>)","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part A","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Lethbridge","keywords":"Coliform bacteria; Bacteria; Fecal coliform; Public park; Indicator bacteria; Biology; Environmental science; Ecology; Veterinary medicine; Water quality; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002440934,0.00009073143,0.0001663379,0.00002266773,0.0004647737,0.00003676254,0.0001893329,0.00003377825,0.00007900695],"category_scores_gemma":[0.00001777702,0.00003967379,0.00002987404,0.00009094072,0.001595542,0.0002211305,0.0001341819,0.0001646269,0.000002104819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194761,"about_ca_system_score_gemma":0.00002540718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008682086,"about_ca_topic_score_gemma":0.0003681626,"domain_scores_codex":[0.9985076,0.0001456443,0.0004717175,0.0001539384,0.0005083412,0.0002127943],"domain_scores_gemma":[0.9993811,0.00007551905,0.00031718,0.0001364262,0.000005991351,0.00008373647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004183375,0.000581179,0.3026925,0.00004115519,0.00001957174,0.000001835311,0.00677861,0.0001057453,0.6767949,0.001160014,0.002111813,0.009294335],"study_design_scores_gemma":[0.0004388816,0.0001888396,0.977877,0.00003751452,0.000006331387,0.000007995662,0.0004718664,0.0001375703,0.01460998,0.001294897,0.004869916,0.00005918447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899893,0.0000668104,0.000008475095,0.009445232,0.0001209634,0.000227659,0.00001190602,9.84539e-7,0.0001286834],"genre_scores_gemma":[0.9990122,0.0002620625,0.0000514696,0.0005801302,0.00003044156,0.000003291476,5.704308e-7,0.000003031468,0.00005682622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6751845,"threshold_uncertainty_score":0.5878841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148009295556137,"score_gpt":0.2329027695125772,"score_spread":0.2114226765570159,"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."}}