{"id":"W7042825917","doi":"","title":"Rapid identification and classification of «Escherichia coli» and «Shigella» by attenuated total reflectance - Fourier transform infrared spectroscopy","year":2017,"lang":"en","type":"other","venue":"eScholarship@McGill (McGill)","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attenuated total reflection; Escherichia coli; Microorganism; Shigella; Fourier transform infrared spectroscopy; Gel electrophoresis; Polymerase chain reaction; Sample preparation; Analytical Chemistry (journal); Spectroscopy","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":[0.0005348522,0.0005639572,0.0004138042,0.002035766,0.0003495307,0.0009105278,0.0003519071,0.0006894792,0.001502663],"category_scores_gemma":[0.0006485176,0.0002643031,0.0006045319,0.000913177,0.0003682355,0.0007312573,0.0004090083,0.0006136724,0.001364846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494668,"about_ca_system_score_gemma":0.0003536305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077201,"about_ca_topic_score_gemma":0.001449817,"domain_scores_codex":[0.9994214,0.00006573719,0.00008194792,0.0001000218,0.0002720413,0.00005892273],"domain_scores_gemma":[0.9994978,0.00006053616,0.0001552547,0.00002740209,0.0002184488,0.0000406512],"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":[0.0001471568,0.00009402018,0.01133136,0.0004132428,0.00002108094,0.0001690239,0.000166934,0.0001023822,0.9462991,0.0002585312,0.0003888858,0.04060821],"study_design_scores_gemma":[0.00002934244,0.002152098,0.274474,0.0005203275,0.0001910124,0.002893348,0.00265284,0.002205815,0.6496002,0.001138955,0.06400859,0.0001334345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441136,0.01162229,0.03065023,0.0005480003,0.0003436979,0.0003184774,0.003166971,0.0002993282,0.008937481],"genre_scores_gemma":[0.7978993,0.01620264,0.1632826,0.0003449997,0.0001187642,0.0004352551,0.006794077,0.00009426571,0.01482812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002035766,"threshold_uncertainty_score":0.005026937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162870211283006,"score_gpt":0.2418877446170969,"score_spread":0.2202590425042669,"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."}}