{"id":"W2912402043","doi":"","title":"Integrated disease management of leaf spots and crown rust of oat","year":2013,"lang":"en","type":"article","venue":"","topic":"Agriculture, Plant Science, Crop Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crown (dentistry); Rust (programming language); Spots; Disease management; Biology; Botany; Computer science; Medicine; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001110753,0.0001160173,0.0001473121,0.00001308522,0.00006168663,0.00003918014,0.0002591023,0.00002887758,0.000831864],"category_scores_gemma":[0.000006983508,0.00003305547,0.00004606918,0.0003519803,0.0001304674,0.0001734281,0.0001768612,0.00003786434,0.00003921959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008626454,"about_ca_system_score_gemma":0.00000177717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000537352,"about_ca_topic_score_gemma":0.000065126,"domain_scores_codex":[0.9990922,0.00002221544,0.0002168379,0.000242899,0.0002411437,0.0001847674],"domain_scores_gemma":[0.9996145,0.00003381312,0.00009526838,0.00006146384,0.00007172504,0.0001232235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001840516,0.001200508,0.1551297,0.0004647661,0.0002227361,0.0000464512,0.0002053795,0.00005302659,0.1341078,0.05809831,0.06295875,0.5873286],"study_design_scores_gemma":[0.00008762749,0.00006526127,0.9903821,0.0000429936,0.00002191722,7.683114e-7,0.001093114,0.00009483189,0.001212705,0.000460831,0.006417549,0.0001202557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989306,0.00006705134,0.00001203795,0.0006315517,0.0000383653,0.0003813739,0.00002275079,0.00003073831,0.009510104],"genre_scores_gemma":[0.9948301,0.00009054331,0.0004879632,0.00009062521,0.00001455636,0.00001455874,0.00003088756,3.520332e-7,0.004440361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8352525,"threshold_uncertainty_score":0.9108327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153790405692425,"score_gpt":0.1824990347556706,"score_spread":0.1709611306987464,"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."}}