{"id":"W2019931104","doi":"10.3389/fmicb.2013.00384","title":"Vibrio cholerae as a predator: lessons from evolutionary principles","year":2013,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of General Medical Sciences; National Institutes of Health; National Institute on Minority Health and Health Disparities; Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Vibrio cholerae; Cholera; Microbiology; Biology; Cholera toxin; Diarrheal diseases; Bacteria; Diarrhea; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001039024,0.0002137724,0.0002831474,0.0001033376,0.00008861038,0.00002690007,0.0004005742,0.0002884547,0.0001806177],"category_scores_gemma":[0.0001654056,0.0002040673,0.00008564984,0.00009199746,0.0003299082,0.00001062076,0.0004917759,0.0001861193,0.000194409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007910067,"about_ca_system_score_gemma":0.0001385795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004016532,"about_ca_topic_score_gemma":0.0001226517,"domain_scores_codex":[0.9984019,0.0001787839,0.0002704011,0.0005826022,0.00004972731,0.0005165164],"domain_scores_gemma":[0.9993073,0.00001680037,0.00007496067,0.0004368259,0.00008011125,0.00008404072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006818606,0.00005680782,0.0449307,0.000006125325,0.0001219788,0.000003684303,0.00006409753,0.00000835694,0.8471696,0.00002022909,0.1067884,0.0007619194],"study_design_scores_gemma":[0.00191083,0.0004034362,0.1870784,0.00004427008,0.00002003297,0.00004501083,0.0004936068,0.0001011781,0.1930341,0.0009509547,0.6152639,0.0006542901],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915075,0.004382344,0.0006298749,0.001174266,0.0006683369,0.0004326955,0.0002182941,0.00002153069,0.0009651558],"genre_scores_gemma":[0.9794257,0.001135843,0.01493115,0.0005583034,0.0003476274,0.0002391505,0.001434835,0.0000386276,0.00188872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6541355,"threshold_uncertainty_score":0.8321625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118893661674787,"score_gpt":0.2560106717658687,"score_spread":0.24412130559839,"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."}}