{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002534326,0.0004118281,0.0002683874,0.0003578139,0.0002930285,0.0003891039,0.0002613027,0.000446463,0.0004523891],"category_scores_gemma":[0.0004531779,0.0001846896,0.0004118279,0.0004388564,0.0001964409,0.0002796617,0.000375553,0.0004566194,0.0002296967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001779805,"about_ca_system_score_gemma":0.0003029954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577981,"about_ca_topic_score_gemma":0.0029971,"domain_scores_codex":[0.9997324,0.00002601593,0.00002210518,0.00006520401,0.0001084561,0.00004579146],"domain_scores_gemma":[0.9997949,0.00002927074,0.00006356955,0.000014158,0.00007214869,0.0000260546],"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":[0.00008732469,0.0000899842,0.003581467,0.00009041654,0.00001030652,0.00005337079,0.00007468828,0.00006793198,0.9916584,0.00004349384,0.0000702656,0.00417236],"study_design_scores_gemma":[0.00004773468,0.003510759,0.1281889,0.00006727535,0.0001999544,0.0007689108,0.001110372,0.001184492,0.8540213,0.0001873766,0.01067385,0.00003910657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941972,0.001281973,0.001627536,0.0002635454,0.00004408442,0.0001278285,0.001317906,0.0000325349,0.001107389],"genre_scores_gemma":[0.9857944,0.001889784,0.006618268,0.0002450995,0.00002286524,0.0001128806,0.002659461,0.00002389429,0.002633183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001577981,"threshold_uncertainty_score":0.003137589,"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."}}