{"id":"W4253534330","doi":"10.1101/cshperspect.a018143","title":"Microbial Speciation","year":2015,"lang":"en","type":"review","venue":"Cold Spring Harbor Perspectives in Biology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute of Environmental Health Sciences; Scheme for Promotion of Academic and Research Collaboration; Canada Research Chairs; Natural Sciences and Engineering Research Council of Canada; Broad Institute; Gordon and Betty Moore Foundation; National Science Foundation","keywords":"Biology; Library science; Environmental ethics; Philosophy; Computer science","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":[0.0009861088,0.00116173,0.001429807,0.002219456,0.0007314107,0.002195332,0.001476673,0.002443383,0.00530521],"category_scores_gemma":[0.001404337,0.000363916,0.0006727822,0.001408388,0.00252609,0.004194867,0.001741948,0.002913732,0.003464404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983686,"about_ca_system_score_gemma":0.001726723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292797,"about_ca_topic_score_gemma":0.001331252,"domain_scores_codex":[0.9995106,0.0001176442,0.00005075959,0.0001311848,0.0001365653,0.00005327495],"domain_scores_gemma":[0.9995598,0.000180932,0.00004599068,0.00003458697,0.0001184765,0.00006017119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006147495,0.00002878403,0.0003000012,0.009479649,0.0001044892,0.0002518188,0.0004129605,0.0005090208,0.002783675,0.08381749,0.05949723,0.8427533],"study_design_scores_gemma":[0.000005018464,0.00001948867,0.0002576779,0.0008939515,0.00002075107,0.000490776,0.00008130672,0.0000562815,0.0003997609,0.01346952,0.984294,0.00001147472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001602823,0.9909555,0.0007319787,0.001603553,0.001329085,0.000008006459,0.00002430656,0.00001991864,0.005167293],"genre_scores_gemma":[0.004147929,0.9886796,0.000719636,0.00175129,0.001254555,0.00001828735,0.00006546804,0.00001109324,0.003352275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00530521,"threshold_uncertainty_score":0.01774764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454716179625896,"score_gpt":0.3291563750520017,"score_spread":0.2846092132557428,"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."}}