{"id":"W7056039372","doi":"","title":"Discovery and Testing of Bacteria from Pollen and Unpollinated Silks of Pan-American Maize to Combat Fusarium graminearum","year":2023,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Laser Design and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; Grain Farmers of Ontario","keywords":"Pollen; Bacteria; Spore; Fusarium; Mycotoxin; Bacillus (shape)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008018241,0.0001522272,0.0003816359,0.0001317737,0.0000692424,0.00001236248,0.0002380976,0.00008422368,0.000004580291],"category_scores_gemma":[0.00002519031,0.0001543634,0.00005366558,0.0004797649,0.0001255997,0.00007861795,0.00007472016,0.0001235829,0.000003008145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001885697,"about_ca_system_score_gemma":0.000027231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008645057,"about_ca_topic_score_gemma":0.000450159,"domain_scores_codex":[0.9993981,0.00002787043,0.0001605915,0.0001678493,0.0001172811,0.0001283833],"domain_scores_gemma":[0.9991967,0.0002548162,0.0001741181,0.0002507564,0.00007496546,0.00004865344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001143319,0.00002117559,0.0008609854,0.0002661484,0.0001701554,0.000002282384,0.002669306,0.0001217181,0.9925449,0.00008130864,0.0003129186,0.002834751],"study_design_scores_gemma":[0.0004934003,0.0001440913,0.962946,0.0001349969,0.0003584998,8.556585e-7,0.01482439,0.00233113,0.01803592,0.0003118126,0.0001381163,0.000280782],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998037,0.0001127304,0.0002271851,0.0001241434,0.00007604885,0.000231943,0.0008953325,0.00005897151,0.0002365754],"genre_scores_gemma":[0.9969327,0.0001757783,0.0009969494,0.00000364934,0.00001900959,6.158259e-7,0.0005659829,0.00002698614,0.001278295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.974509,"threshold_uncertainty_score":0.9979565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396556571305167,"score_gpt":0.2065979158609708,"score_spread":0.1926323501479191,"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."}}