{"id":"W2739935398","doi":"","title":"ASSESSING THE MICROBIAL COMMUNITY DYNAMICS AND THE ROLE OF BACTERIOPHAGES IN BACTERIAL","year":2015,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dynamics (music); Bacterial virus; Biology; Bacteriophage; Sociology; Escherichia coli; Genetics","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":[0.002089384,0.0004705038,0.0006400784,0.001961228,0.001275774,0.002700488,0.0004207812,0.0008523084,0.001193171],"category_scores_gemma":[0.00319745,0.0003802005,0.0004693638,0.001591087,0.000947313,0.00133665,0.001450067,0.0008464645,0.0004216089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421412,"about_ca_system_score_gemma":0.002097073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0261174,"about_ca_topic_score_gemma":0.04042805,"domain_scores_codex":[0.9984155,0.0003534565,0.00007447068,0.0003797047,0.0004415305,0.0003353229],"domain_scores_gemma":[0.9981577,0.0004183821,0.0004030685,0.00007194122,0.0006074486,0.0003415876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001365475,0.0004261835,0.6350071,0.0005829817,0.0002056185,0.00024833,0.007291902,0.0008392087,0.3058955,0.00110442,0.0004177981,0.0466154],"study_design_scores_gemma":[0.00001896709,0.0009092077,0.942762,0.0001585135,0.0001270663,0.000197826,0.007637638,0.002720286,0.04049362,0.0009857297,0.003918624,0.00007039519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.994341,0.001281417,0.001453063,0.00007245009,0.00001717766,0.0000543489,0.0004574352,0.00001427528,0.002308738],"genre_scores_gemma":[0.9914415,0.001147134,0.004748159,0.00008370808,0.00001733077,0.00008159124,0.0004592824,0.0000153275,0.002006063],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0261174,"threshold_uncertainty_score":0.05193073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569769099689467,"score_gpt":0.2619367152947672,"score_spread":0.2262390242978725,"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."}}