{"id":"W2134888498","doi":"10.3394/0380-1330(2008)34[377:iotaco]2.0.co;2","title":"Impact of the Alga Cladophora on the Survival of E. coli, Salmonella, and Shigella in Laboratory Microcosm","year":2008,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cladophora; Microcosm; Biology; Shigella; Algae; Salmonella; Feces; Ulvophyceae; Microbiology; Ecology; Botany; Chlorophyta; Bacteria","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":[0.000259115,0.0004403224,0.0004011417,0.0001836129,0.0005364743,0.0007849131,0.0003842391,0.0004926043,0.00138955],"category_scores_gemma":[0.000884041,0.0002632087,0.000245384,0.0001849004,0.0004335817,0.0002899053,0.0005658406,0.0005076431,0.0001784356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000902976,"about_ca_system_score_gemma":0.0009972355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01793561,"about_ca_topic_score_gemma":0.02253396,"domain_scores_codex":[0.9995525,0.00009189533,0.00003298787,0.00007514649,0.0001241341,0.0001232678],"domain_scores_gemma":[0.9990007,0.0003509503,0.0001215658,0.00007744809,0.0001893017,0.0002598947],"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":[0.005441128,0.0004865798,0.03003251,0.0001337446,0.00007518577,0.0002428944,0.0002649102,0.001241529,0.9539462,0.00009678492,0.0003137393,0.007724753],"study_design_scores_gemma":[0.000170029,0.009894548,0.2975306,0.000038456,0.0001784106,0.0003667912,0.001061211,0.006705715,0.6824281,0.0001707278,0.001387795,0.00006761847],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994597,0.00005952833,0.00005460924,0.0000345601,0.00000721537,0.000004592969,0.0001128055,0.000003846814,0.0002630946],"genre_scores_gemma":[0.9987281,0.0001064274,0.0002981642,0.00005793676,0.00000482258,0.000008191071,0.0001492781,0.000003596008,0.0006434208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793561,"threshold_uncertainty_score":0.03566241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07810947461975652,"score_gpt":0.3481566318285162,"score_spread":0.2700471572087597,"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."}}