{"id":"W7085866716","doi":"10.1111/ppa.70038","title":"Response of Elite Dry Bean ( <i>Phaseolus vulgaris</i> ) Genotypes to <i>Fusarium oxysporum</i> and <i>Rhizoctonia solani</i> Root Rot","year":2025,"lang":"en","type":"article","venue":"Plant Pathology","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Michigan Bean Commission; AgBioResearch, Michigan State University","keywords":"Root rot; Cultivar; Greenhouse; Shoot; Dry bean; Resistance (ecology); Trait","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001548382,0.0002487233,0.000513708,0.0002853884,0.0001593429,0.00004985619,0.0007561124,0.0002179871,0.00000407083],"category_scores_gemma":[0.0002312425,0.0002142964,0.00006549942,0.000495862,0.0001311038,0.0001874795,0.0005761861,0.0002240893,0.00004047743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004355054,"about_ca_system_score_gemma":0.0002130241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007879834,"about_ca_topic_score_gemma":0.0000738956,"domain_scores_codex":[0.9976697,0.0003634753,0.0005692327,0.0006927751,0.0002153479,0.0004894473],"domain_scores_gemma":[0.9981048,0.0005455858,0.000149477,0.000930462,0.0001306576,0.00013901],"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":[0.004013179,0.0006990145,0.4252517,0.0007079219,0.0001646413,0.0007999758,0.008015869,0.0002356096,0.5112858,0.009182748,0.01377046,0.02587305],"study_design_scores_gemma":[0.003816006,0.002230839,0.687959,0.0005067341,0.0001244332,0.000853222,0.0001967906,0.00364416,0.1872504,0.002970065,0.1089693,0.001479108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327726,0.001085058,0.06178934,0.001645428,0.001125908,0.000463641,0.0001450808,0.0002184342,0.0007545073],"genre_scores_gemma":[0.9884577,0.00008532937,0.008299932,0.002556302,0.00004821814,0.00004712917,0.00002322083,0.00001344234,0.0004687364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3240355,"threshold_uncertainty_score":0.8738752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005529789604366314,"score_gpt":0.2281045494464936,"score_spread":0.2225747598421272,"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."}}