{"id":"W4402323130","doi":"10.5376/mp.2024.15.0011","title":"Developing Durable Resistance to Wheat Diseases: Integration of Molecular Breeding Techniques","year":2024,"lang":"en","type":"article","venue":"Molecular Pathogens","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Resistance (ecology); Biotechnology; Biology; Agronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0007613356,0.000485693,0.0004172179,0.000724648,0.0001828444,0.000651606,0.0006580885,0.0005374958,0.001351329],"category_scores_gemma":[0.0003662526,0.000374155,0.0004940736,0.0003946159,0.0002943624,0.0007153122,0.0005989961,0.001942444,0.0004148936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002837781,"about_ca_system_score_gemma":0.0002827632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002591484,"about_ca_topic_score_gemma":0.0004832319,"domain_scores_codex":[0.9997197,0.00004796176,0.00002704531,0.00007076927,0.00009107525,0.00004345059],"domain_scores_gemma":[0.9997966,0.00006313038,0.00006579079,0.00002979899,0.0000162518,0.00002852192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003460691,0.0001132142,0.0001957861,0.00006883168,0.000009899872,0.00003011476,0.00002678937,0.0002309872,0.9798362,0.001251838,0.00006020032,0.01814155],"study_design_scores_gemma":[0.0001603642,0.002115164,0.01176736,0.00008634138,0.0002871625,0.0009735172,0.0001164646,0.004409752,0.9481681,0.001797221,0.03006807,0.00005042833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7397887,0.008592314,0.2405282,0.0009228508,0.0003818111,0.0006593229,0.0004472862,0.000796286,0.007883308],"genre_scores_gemma":[0.7218862,0.01538043,0.2510813,0.0003772013,0.000158952,0.0003667365,0.001431327,0.000231687,0.009086192],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001351329,"threshold_uncertainty_score":0.004520655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595245838406657,"score_gpt":0.2411426277010827,"score_spread":0.2251901693170161,"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."}}