{"id":"W4389688166","doi":"10.1016/j.chom.2023.11.009","title":"It takes a plant village to raise a microbiome","year":2023,"lang":"en","type":"article","venue":"Cell Host & Microbe","topic":"Plant Parasitism and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Banting Research Foundation","keywords":"Biology; Microbiome; Host (biology); Phyllosphere; Inheritance (genetic algorithm); Transmission (telecommunications); Evolutionary biology; Ecology; Genetics; Gene; Bacteria","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":[0.0005275998,0.0002514027,0.0002820669,0.0001712079,0.001593937,0.001119954,0.0002732078,0.001146621,0.009263137],"category_scores_gemma":[0.001034185,0.0001512275,0.0002770355,0.0001168616,0.00069862,0.001070278,0.00126901,0.002144014,0.002192956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003727809,"about_ca_system_score_gemma":0.0005660089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006210068,"about_ca_topic_score_gemma":0.002034194,"domain_scores_codex":[0.9997048,0.00008229315,0.000005752348,0.00005592442,0.00006924982,0.00008206666],"domain_scores_gemma":[0.9990472,0.0001067832,0.00006920692,0.00007156821,0.0001163941,0.0005888531],"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":[0.000638526,0.0006116471,0.01918801,0.0004444441,0.0001279416,0.004117746,0.005171932,0.0002158773,0.8263205,0.005271398,0.02728158,0.1106104],"study_design_scores_gemma":[0.0002182031,0.008434447,0.1418418,0.0005603827,0.0002306419,0.009582676,0.0614375,0.001633131,0.1055065,0.03089842,0.6394089,0.0002472495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8795989,0.003263548,0.01951953,0.04356978,0.003332759,0.000186844,0.0002803945,0.0009383549,0.04930988],"genre_scores_gemma":[0.9303201,0.0009956143,0.01679234,0.01054879,0.0004553558,0.0001067512,0.000190483,0.0001803814,0.04041012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009263137,"threshold_uncertainty_score":0.03098828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321691179249827,"score_gpt":0.2077822168684685,"score_spread":0.1945653050759702,"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."}}