{"id":"W3148997525","doi":"10.1007/s00248-021-01745-4","title":"Population Density Affects the Outcome of Competition in Co-cultures of Gardnerella Species Isolated from the Human Vaginal Microbiome","year":2021,"lang":"en","type":"article","venue":"Microbial Ecology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Microbiome; Population; Competition (biology); Abundance (ecology); Microbial ecology; Relative species abundance; Microbiology; Zoology; Ecology; Genetics; Bacteria; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005501492,0.0002263014,0.0004660568,0.0002852989,0.0005575165,0.000987472,0.0003972761,0.0006287436,0.002706285],"category_scores_gemma":[0.002148902,0.0002760334,0.000282306,0.0001962331,0.000314357,0.0005172,0.00093093,0.0005592107,0.0004055618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000348101,"about_ca_system_score_gemma":0.0004240415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004639531,"about_ca_topic_score_gemma":0.004527016,"domain_scores_codex":[0.9990584,0.0003220322,0.00004389679,0.0001614746,0.0001562378,0.0002578998],"domain_scores_gemma":[0.9988023,0.0006098732,0.00009666478,0.00004638708,0.0002209469,0.0002237591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002190271,0.0005527865,0.07108629,0.0001360074,0.00008077214,0.0002894896,0.000808936,0.0007239225,0.9180974,0.0003451904,0.0003912051,0.005297884],"study_design_scores_gemma":[0.0001046038,0.006050054,0.6819433,0.00007221367,0.0001894133,0.001181002,0.009163662,0.0142665,0.284238,0.0006150461,0.002053261,0.0001229818],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993456,0.00009616652,0.00007390246,0.00002822167,0.000009364691,0.000006195937,0.00005857863,0.000001427751,0.000380523],"genre_scores_gemma":[0.9991822,0.00006008688,0.0001412294,0.00002638688,0.000006484669,0.00001029818,0.0001307481,0.000003208742,0.0004394873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004639531,"threshold_uncertainty_score":0.00922507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209609289883384,"score_gpt":0.3033065043301083,"score_spread":0.2823455753417698,"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."}}