{"id":"W2899979628","doi":"10.3390/vetsci5040093","title":"Competition among Escherichia coli Strains for Space and Resources","year":2018,"lang":"en","type":"article","venue":"Veterinary Sciences","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Agriculture Food and Rural Development; University of Lethbridge","funders":"","keywords":"Escherichia coli; Biology; Pathogenic Escherichia coli; Microbiology; Competition (biology); Bacteria; Food science; Ecology; Genetics; Gene","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":[0.0003290526,0.0003620331,0.0005135919,0.0001867573,0.0003610112,0.0006533558,0.0003350434,0.0004327072,0.00201854],"category_scores_gemma":[0.000602819,0.0001369346,0.0002442235,0.000218726,0.0002240657,0.0003751967,0.0006661161,0.0003537317,0.0003612708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002356129,"about_ca_system_score_gemma":0.0004107246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849123,"about_ca_topic_score_gemma":0.003349131,"domain_scores_codex":[0.9992597,0.0001481524,0.00005819386,0.0001312285,0.0002057842,0.0001968478],"domain_scores_gemma":[0.9994041,0.0002326395,0.00009952816,0.00004894299,0.0001173201,0.00009753714],"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":[0.000259811,0.000141004,0.008983675,0.00008818389,0.00001438333,0.000155345,0.0001124277,0.0001234127,0.9861691,0.0002371567,0.00007503443,0.003640515],"study_design_scores_gemma":[0.00005519145,0.006435533,0.1472043,0.0000588484,0.00008634091,0.002520308,0.002802234,0.005892908,0.8277867,0.0008583649,0.006208689,0.00009067661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977905,0.00020052,0.0006915859,0.00005057693,0.000007032657,0.00001247251,0.00005257915,0.000004383299,0.001190453],"genre_scores_gemma":[0.99654,0.0001524426,0.001318446,0.0000688383,0.000005616203,0.00001598649,0.0001566844,0.000005029432,0.001737096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00201854,"threshold_uncertainty_score":0.00675267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752568595534866,"score_gpt":0.320586634367185,"score_spread":0.2830609484118364,"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."}}