{"id":"W4402987567","doi":"10.3390/bacteria3040019","title":"Biologically Relevant Methods to Test How Microbes Colonize Maize Styles (Silks): Case Study of a Pantoea Strain","year":2024,"lang":"en","type":"article","venue":"Bacteria","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; Grain Farmers of Ontario","keywords":"Pantoea; Pantoea agglomerans; Strain (injury); Biology; Bacterial strain; Microbiology; Bacteria; Pseudomonas; Genetics","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":[0.0003419295,0.0005906448,0.0003421626,0.0004751162,0.0003877045,0.0003540218,0.0002725023,0.0007284262,0.0006157071],"category_scores_gemma":[0.0003629302,0.0001651681,0.0003903731,0.0003617206,0.0002699678,0.0002774487,0.0006065866,0.0005247989,0.0002529417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894828,"about_ca_system_score_gemma":0.0001867637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002017519,"about_ca_topic_score_gemma":0.00319039,"domain_scores_codex":[0.9995506,0.00008386131,0.00003152676,0.0001402211,0.0001272023,0.00006643953],"domain_scores_gemma":[0.9996974,0.00008573597,0.00006565861,0.00003411356,0.00006734527,0.00004973595],"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":[0.00006535496,0.0001080752,0.002954061,0.0001318381,0.00001068799,0.0001814534,0.00009827478,0.0000468464,0.9935314,0.00003410593,0.00003830382,0.002799582],"study_design_scores_gemma":[0.00002257288,0.003305493,0.1036133,0.00004079266,0.0001231614,0.001459931,0.0008687931,0.001241134,0.884114,0.0001617957,0.004995785,0.00005324503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883365,0.0008668018,0.007531512,0.0001928151,0.00002749708,0.0002734193,0.001216777,0.00007849193,0.001476314],"genre_scores_gemma":[0.9544698,0.001631769,0.0380139,0.0001562071,0.00002048368,0.000362366,0.001757254,0.00006027319,0.003527919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002017519,"threshold_uncertainty_score":0.004011512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053174827353268,"score_gpt":0.3069158618092178,"score_spread":0.2663841135356851,"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."}}