{"id":"W3154626583","doi":"10.3390/f12040479","title":"Rapid Detection of Pine Pathogens Lecanosticta acicola, Dothistroma pini and D. septosporum on Needles by Probe-Based LAMP Assays","year":2021,"lang":"en","type":"article","venue":"Forests","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020; Eesti Maaülikool; Università degli Studi di Firenze; Mendelova Univerzita v Brně; Université Laval","keywords":"Loop-mediated isothermal amplification; Biology; Pathogen; Blight; Botany; Fungal pathogen; Abiotic component; Microbiology; DNA; Ecology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006646296,0.0001500628,0.0001524632,0.00003290284,0.00006670279,0.0000172328,0.0000678842,0.0001305886,0.00002315197],"category_scores_gemma":[0.0001441822,0.0001444431,0.00008328097,0.00008143103,0.00005639724,0.000003184486,0.00004311325,0.0000597894,0.000003040091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008625866,"about_ca_system_score_gemma":0.00009080533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007728487,"about_ca_topic_score_gemma":0.0001342516,"domain_scores_codex":[0.9991508,0.0000533564,0.0001651583,0.0003075593,0.000125004,0.0001981505],"domain_scores_gemma":[0.999474,0.00002110717,0.00008217015,0.0002355175,0.00008568723,0.0001014569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001682062,0.0001448848,0.01624806,0.00005354014,0.00002975818,0.00002008643,0.000007920441,0.0000151924,0.9797519,0.00002378313,0.001437425,0.002099235],"study_design_scores_gemma":[0.0006312629,0.0006735915,0.1136638,0.00004584997,0.00004052923,0.00001721772,0.0000240765,0.0001334447,0.8748648,0.00002978948,0.009688058,0.0001876878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938995,0.002195234,0.001222031,0.00006600874,0.00009219875,0.0001513822,0.002013013,0.00001440631,0.0003462844],"genre_scores_gemma":[0.9979199,0.0001369416,0.0002136833,0.0001781537,0.00006562901,0.00001885533,0.001179725,0.00001868089,0.000268429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048872,"threshold_uncertainty_score":0.5890219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006515151541383683,"score_gpt":0.2052301057527024,"score_spread":0.1987149542113187,"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."}}