{"id":"W4365442658","doi":"10.1371/journal.pone.0284203","title":"Leaf functional traits and pathogens: Linking coffee leaf rust with intraspecific trait variation in diversified agroecosystems","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cocoa and Sweet Potato Agronomy","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coffea arabica; Biology; Intraspecific competition; Trait; Rust (programming language); Ecology; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005724863,0.0003050841,0.0003835601,0.001331869,0.0004342789,0.000758721,0.0002153303,0.0003460285,0.0006342805],"category_scores_gemma":[0.0007808737,0.0001683712,0.0002754863,0.001008498,0.0005481009,0.0004756616,0.0006979532,0.0003481345,0.00009720806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105724,"about_ca_system_score_gemma":0.0001609304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880193,"about_ca_topic_score_gemma":0.007355823,"domain_scores_codex":[0.9994659,0.0001195803,0.00003541385,0.0002525957,0.00006358894,0.00006289151],"domain_scores_gemma":[0.9991529,0.0002040796,0.0003289856,0.0001059741,0.00008513326,0.0001229255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002277861,0.00008013211,0.8863443,0.0001097674,0.0004343667,0.00008014558,0.001276265,0.0004569596,0.09928939,0.0001523891,0.0000697271,0.01147876],"study_design_scores_gemma":[5.701563e-7,0.00001691667,0.9993539,0.000001879804,0.000007311173,0.00002309964,0.00008491012,0.0002049858,0.0002083418,0.00002591655,0.0000691261,0.000003044497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992278,0.0001947805,0.0002658814,0.00001468834,7.549898e-7,0.000002997078,0.0001165728,0.000007012642,0.0001695432],"genre_scores_gemma":[0.9994354,0.0000429723,0.0002846203,0.00001678002,0.000001667085,0.000004971408,0.0001539367,0.000005496133,0.00005415583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003880193,"threshold_uncertainty_score":0.007715225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05555678123964872,"score_gpt":0.1781663018591334,"score_spread":0.1226095206194847,"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."}}