{"id":"W4402023069","doi":"10.1016/j.mimet.2024.107027","title":"Protocols to enable fluorescence microscopy of microbial interactions on living maize silks (style tissue)","year":2024,"lang":"en","type":"article","venue":"Journal of Microbiological Methods","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":3,"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":"Biology; Confocal microscopy; Fluorescence microscope; SILK; Petri dish; Microbiology; Fluorescence; Cell biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001598395,0.00023198,0.0005192285,0.00009637721,0.0001616177,0.0001595723,0.0005754399,0.0001616136,0.00163331],"category_scores_gemma":[0.0007811784,0.00008997082,0.0003067951,0.0004920489,0.00009420687,0.0002039786,0.0001739905,0.0007417848,0.0001145842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011249,"about_ca_system_score_gemma":0.0000337421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006706161,"about_ca_topic_score_gemma":0.00001682776,"domain_scores_codex":[0.9977044,0.0007438122,0.0008188853,0.000285828,0.0001034028,0.0003436282],"domain_scores_gemma":[0.9969634,0.002232542,0.0003214961,0.0001022187,0.0002364492,0.0001439192],"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":[0.0001814588,0.0002929494,0.000056217,0.00002268483,0.00004235539,0.00001553815,0.0000902482,0.000008042514,0.9220899,0.00003206271,0.008831268,0.06833731],"study_design_scores_gemma":[0.00006195513,0.001480311,0.001449886,0.0009920932,0.00001870133,0.0003874369,0.0001284546,0.00000780692,0.6957484,0.0000725648,0.2995019,0.0001504519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930165,0.0002714776,0.001549414,0.001189143,0.001253941,0.00171964,0.0001770324,0.00005107789,0.0007718172],"genre_scores_gemma":[0.8055484,0.0001312181,0.1901381,0.0007130252,0.0009310738,0.0001613635,0.00001767407,0.000007280737,0.002351894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2906706,"threshold_uncertainty_score":0.9992793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05145096774635869,"score_gpt":0.3904826158171079,"score_spread":0.3390316480707492,"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."}}