{"id":"W6958276113","doi":"10.6084/m9.figshare.22047301","title":"Inoculum threshold for stripe rust infection in wheat","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spore; Germination; Spore germination; Stripe rust; Powdery mildew; Fungicide; Inoculation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003671257,0.000296886,0.0003642401,0.0002811015,0.0001619562,0.0007195676,0.0002150263,0.0005751207,0.001047433],"category_scores_gemma":[0.0008242665,0.0003088155,0.0002459016,0.0001119586,0.0002283712,0.000328609,0.0003608917,0.0008213143,0.0003318568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004957013,"about_ca_system_score_gemma":0.000238948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128218,"about_ca_topic_score_gemma":0.00112047,"domain_scores_codex":[0.9995918,0.00009520812,0.00004546855,0.00008155783,0.0001156084,0.00007042455],"domain_scores_gemma":[0.9991403,0.0004176013,0.0001477439,0.00003932283,0.0001243711,0.0001306983],"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":[0.0001373944,0.00007100569,0.002935549,0.00004300913,0.000004242004,0.00006287637,0.00003177534,0.0002442781,0.9954757,0.00003939426,0.00005232427,0.0009023914],"study_design_scores_gemma":[0.00003875744,0.003660299,0.1558331,0.00003681805,0.00003633581,0.0004556726,0.0002650101,0.003328639,0.8350597,0.0001664367,0.001085317,0.00003395096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960787,0.001024499,0.001136601,0.00009540082,0.00001796139,0.00004815435,0.0002242267,0.00004695728,0.001327639],"genre_scores_gemma":[0.9974619,0.0002922979,0.001151664,0.00008018989,0.000008165768,0.00003331787,0.00052535,0.000008888397,0.0004380105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00128218,"threshold_uncertainty_score":0.003596604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773245198841758,"score_gpt":0.2505831174120961,"score_spread":0.2128506654236785,"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."}}