{"id":"W2007634587","doi":"10.1016/j.chom.2007.02.004","title":"Host-Microbe Interactions: Fulfilling a Niche","year":2007,"lang":"en","type":"article","venue":"Cell Host & Microbe","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"","keywords":"Biology; Niche; Host (biology); Ecology; Computational biology; Evolutionary biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003864027,0.0002911708,0.000227314,0.0001114164,0.0002235393,0.000055446,0.0003142933,0.0002552601,0.0001836046],"category_scores_gemma":[0.00003094443,0.0002997859,0.0001848644,0.0001727866,0.00009268158,0.000008230667,0.0002098337,0.0003225471,0.0003718073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006747033,"about_ca_system_score_gemma":0.0001390778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009034936,"about_ca_topic_score_gemma":0.0002647789,"domain_scores_codex":[0.9981861,0.00004477566,0.000433519,0.0005788933,0.00007685422,0.0006798179],"domain_scores_gemma":[0.9989283,0.00002850405,0.0001667566,0.0005434784,0.0001402131,0.0001927116],"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":[0.0000819858,0.0001462651,0.001082619,0.00005670024,0.00002547623,0.0000115514,0.0001765254,0.000001930005,0.9764894,0.00001121315,0.02130575,0.0006105965],"study_design_scores_gemma":[0.0004102269,0.00009542037,0.001831143,0.00002605499,0.00001730755,0.00006376712,0.0001815181,0.000001711269,0.5999712,0.000003096664,0.3971709,0.0002277154],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831131,0.004323204,0.003922601,0.0002791232,0.0008114841,0.0003394622,0.00004777478,0.00004642713,0.007116843],"genre_scores_gemma":[0.9818159,0.0007510615,0.00337097,0.00272669,0.0006054154,0.000008296862,0.0002751666,0.00007208817,0.01037436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3765182,"threshold_uncertainty_score":0.9999454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00899282285097559,"score_gpt":0.2676880240363303,"score_spread":0.2586952011853547,"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."}}