{"id":"W91224718","doi":"10.4315/0362-028x-65.12.1970","title":"Evidence for Escherichia coli O157:H7 Attachment to Water Distribution Pipe Materials by Scanning Electron Microscopy","year":2002,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","funders":"","keywords":"Contact angle; Wetting; Scanning electron microscope; Copper; Adhesion; Escherichia coli; Polyethylene; Materials science; Electron microscope; Microscopy; Surface energy; Chemistry; Composite material; Chemical engineering; Optics; Metallurgy; Biochemistry","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":[0.0002583483,0.0002788784,0.0001692477,0.00067953,0.0004048682,0.0003514416,0.0003271839,0.001024023,0.003517646],"category_scores_gemma":[0.0004499084,0.0004310571,0.0002723846,0.0003038061,0.0004529348,0.0003168982,0.0003490244,0.0003375367,0.0009040172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496088,"about_ca_system_score_gemma":0.0001184715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043163,"about_ca_topic_score_gemma":0.001130112,"domain_scores_codex":[0.999827,0.00002117175,0.00001210942,0.00002310271,0.00007386385,0.00004275429],"domain_scores_gemma":[0.9994355,0.0001644677,0.00008060205,0.00007336514,0.0002011422,0.00004489445],"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":[0.0001523611,0.00004742157,0.009775328,0.00007796849,0.00001204652,0.0005684272,0.0001141208,0.00006235308,0.986694,0.0002122439,0.0001453141,0.002138522],"study_design_scores_gemma":[0.00002964589,0.0006969609,0.1930912,0.00004859818,0.00007849557,0.004014486,0.0009484949,0.001377887,0.7938104,0.0003613194,0.005522932,0.00001945263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904925,0.0005296662,0.002875245,0.0001589129,0.00003383002,0.0000146068,0.0001223489,0.000050624,0.005722248],"genre_scores_gemma":[0.9936414,0.0004397739,0.002617851,0.00008330593,0.00001490623,0.00001807358,0.0001825043,0.000009329762,0.002992922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003517646,"threshold_uncertainty_score":0.01176775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332190638944185,"score_gpt":0.2805170069837709,"score_spread":0.2472979430893524,"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."}}