{"id":"W2256875727","doi":"10.4315/0362-028x-63.1.126","title":"Comparison of Membrane Filtration Rates and Hydrophobic Grid Membrane Filter Coliform and Escherichia coli Counts in Food Suspensions Using Paddle-Type and Pulsifier Sample Preparation Procedures","year":2000,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Filtration (mathematics); Membrane filter; Food science; Escherichia coli; Biology; Plate count; Chemistry; Microbiology; Chromatography; Membrane; Bacteria; Mathematics; Biochemistry; Statistics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001563816,0.0004566246,0.0004123012,0.0003695574,0.0002712405,0.0004645125,0.0003923132,0.0006455778,0.0007423777],"category_scores_gemma":[0.002964527,0.0003501978,0.0003675344,0.0004100865,0.0002288839,0.0006104672,0.0002148056,0.0004477527,0.0003601594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003304393,"about_ca_system_score_gemma":0.0002839305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349326,"about_ca_topic_score_gemma":0.002243233,"domain_scores_codex":[0.9991056,0.0002199732,0.0001207814,0.0001638485,0.0002597995,0.0001299864],"domain_scores_gemma":[0.9974407,0.001473307,0.0002754649,0.0001488748,0.0005686544,0.0000930563],"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":[0.001423251,0.00009104526,0.003350319,0.00007420226,0.00001680398,0.00001812523,0.00009409916,0.0001310939,0.9873875,0.00004523253,0.00007012543,0.007298063],"study_design_scores_gemma":[0.000009915684,0.0006299512,0.008805616,0.000003306112,0.00002220736,0.00003512288,0.00002584694,0.0004394957,0.989792,0.00001096424,0.0002191167,0.000006494355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9933609,0.0002956819,0.005514078,0.00004547494,0.00003001574,0.00004592257,0.000247589,0.000073182,0.0003872816],"genre_scores_gemma":[0.9792383,0.0006109474,0.01671877,0.00006357516,0.00002686874,0.0001087027,0.000975928,0.0000720621,0.00218482],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001563816,"threshold_uncertainty_score":0.008270383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04844698034672164,"score_gpt":0.3022740921193787,"score_spread":0.2538271117726571,"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."}}