{"id":"W3164948037","doi":"10.3389/fmicb.2021.652468","title":"Pseudomonas Strains Induce Transcriptional and Morphological Changes and Reduce Root Colonization of Verticillium spp.","year":2021,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Eidgenössische Technische Hochschule Zürich; Deutsche Forschungsgemeinschaft","keywords":"Biology; Verticillium dahliae; Hypha; Verticillium; Rhizosphere; Microbiology; Bacteria; Phyllosphere; Botany; Fungus; Secondary metabolite; Gene; Biochemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007645308,0.0003055644,0.0002066748,0.0001590392,0.0000876973,0.0002263172,0.0001038858,0.0002222019,0.001216601],"category_scores_gemma":[0.0001251661,0.0001161864,0.0001728416,0.000113436,0.0001410849,0.0001456309,0.0002168381,0.000422345,0.0003082373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001603231,"about_ca_system_score_gemma":0.0001587317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005309539,"about_ca_topic_score_gemma":0.0008217272,"domain_scores_codex":[0.9998398,0.00001496741,0.000009964521,0.00003973948,0.00004687503,0.00004862477],"domain_scores_gemma":[0.9999032,0.00002339794,0.00002217196,0.000009432992,0.00001480723,0.00002705342],"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":[0.00002382051,0.00001380472,0.00005937031,0.00000869034,7.205455e-7,0.000008896519,0.000005711349,0.000006908136,0.9995995,0.000006383701,0.00001000393,0.0002562315],"study_design_scores_gemma":[0.00000666065,0.0004138955,0.01551516,0.000003856304,0.0000071711,0.00009911594,0.00005982968,0.0004280794,0.9823375,0.00003018155,0.001093454,0.000005184465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953936,0.0007834832,0.001443556,0.0001100374,0.00003626261,0.00003553757,0.0007966706,0.0001027535,0.001297971],"genre_scores_gemma":[0.9938043,0.0003230315,0.001212403,0.00008693439,0.00001405018,0.00007797097,0.0009305805,0.00002692241,0.003523689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001216601,"threshold_uncertainty_score":0.004069924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002777862247496,"score_gpt":0.2211664711840906,"score_spread":0.2011386925616157,"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."}}