{"id":"W2971889296","doi":"10.1073/pnas.1910793116","title":"Revealing the metabolic capacity of <i>Streblomastix strix</i> and its bacterial symbionts using single-cell metagenomics","year":2019,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Metagenomics; Protist; Bacteria; Bacteroidetes; Bacterial cellulose; Biochemistry; 16S ribosomal RNA; Gene; Cellulose; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000632101,0.00006805646,0.0001219836,0.00003446485,0.0001201285,0.000008687457,0.0003067432,0.00009352953,0.000006780704],"category_scores_gemma":[0.00008182137,0.00004140244,0.00005547129,0.0001314716,0.0003159914,0.0000208887,0.0001163091,0.00007440476,2.197879e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003894039,"about_ca_system_score_gemma":0.00002339274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002927257,"about_ca_topic_score_gemma":1.159554e-7,"domain_scores_codex":[0.9993403,0.000009222092,0.0002012887,0.000148567,0.0002021353,0.00009850087],"domain_scores_gemma":[0.9995055,0.00002157615,0.0003199923,0.00000881151,0.000129745,0.00001439407],"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":[0.00001801006,0.00003058213,0.007183734,0.00002354057,0.00001048987,9.11191e-10,0.00004302098,0.000023399,0.9915706,0.001053225,0.00001010764,0.00003330136],"study_design_scores_gemma":[0.0001538798,0.00005583306,0.01025021,0.00001411777,0.00003080774,0.000005098659,0.0000599758,0.0001110768,0.9888721,0.0003274229,0.00007096748,0.00004856045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991001,0.0003031627,3.212339e-7,0.0001004558,0.00004053043,0.0001299571,0.00002382383,0.00000110358,0.0003005786],"genre_scores_gemma":[0.9993835,0.0000415687,0.0003715067,0.00006255833,0.00006825657,0.000001417347,3.808221e-7,0.000002536032,0.00006826474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00306648,"threshold_uncertainty_score":0.1688342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04421927819706237,"score_gpt":0.2691067013668948,"score_spread":0.2248874231698324,"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."}}