{"id":"W4366290931","doi":"10.3389/fpls.2023.1143111","title":"LDRGDb - Legumes disease resistance genes database","year":2023,"lang":"en","type":"article","venue":"Frontiers in Plant Science","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Jaypee Institute of Information Technology","keywords":"Biology; Biotechnology; Plant disease resistance; Disease; Identification (biology); Agriculture; Resistance (ecology); Plant disease; Disease management; Gene; Genetics; Agronomy; Ecology; MEDLINE; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007576618,0.001923381,0.002006154,0.006260904,0.0009685322,0.002419979,0.002861251,0.00185817,0.009954729],"category_scores_gemma":[0.002388105,0.0005715853,0.00119635,0.00645899,0.0002754285,0.001822761,0.002068328,0.001267972,0.01473751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051223,"about_ca_system_score_gemma":0.002374738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006952652,"about_ca_topic_score_gemma":0.008275616,"domain_scores_codex":[0.9991905,0.00008604897,0.0001864595,0.0002074784,0.0002116509,0.0001179076],"domain_scores_gemma":[0.9992443,0.0001328051,0.0001846521,0.0001306844,0.000186985,0.0001205597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002375788,0.0003724165,0.01135545,0.02329445,0.0008475596,0.002082275,0.001022361,0.001824361,0.111787,0.008929404,0.6885189,0.1475901],"study_design_scores_gemma":[0.0001423848,0.0001362842,0.01380977,0.0009865966,0.0003076447,0.001157524,0.0002553857,0.001421856,0.01113411,0.002197473,0.9683058,0.0001451784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.008857612,0.008754477,0.007235022,0.0003271918,0.0001716995,0.0002611643,0.9529487,0.01212964,0.00931449],"genre_scores_gemma":[0.006827528,0.001808294,0.006721773,0.0002242192,0.00002086674,0.0001060351,0.9829382,0.0003086553,0.001044398],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009954729,"threshold_uncertainty_score":0.03330183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805927221171375,"score_gpt":0.2124988072694656,"score_spread":0.1944395350577519,"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."}}