{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000283908,0.0006766443,0.0003986736,0.0005925543,0.0001380722,0.0003953709,0.0003301842,0.000549573,0.0005869321],"category_scores_gemma":[0.0004269353,0.0002797609,0.0003508835,0.0003547296,0.0002065924,0.0003920451,0.0003438011,0.0004173311,0.0006945388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983644,"about_ca_system_score_gemma":0.0001719951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005489725,"about_ca_topic_score_gemma":0.001046711,"domain_scores_codex":[0.9994932,0.00008272161,0.00002889693,0.0001496969,0.0001721594,0.00007320388],"domain_scores_gemma":[0.999694,0.00008531163,0.00010514,0.00001931714,0.00006649572,0.00002984974],"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":[0.00004018437,0.00001584994,0.0007140026,0.00006203119,0.000002961248,0.00002602033,0.00002597632,0.00007778622,0.9955646,0.00002898451,0.00004152276,0.003400072],"study_design_scores_gemma":[0.00001031163,0.0003793738,0.01311174,0.00002774878,0.00003422846,0.0004886236,0.0001023621,0.003355337,0.9790011,0.00008455821,0.003380134,0.00002459011],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881391,0.003966675,0.1046881,0.0002047285,0.00008743324,0.000381295,0.003283644,0.001614372,0.004382794],"genre_scores_gemma":[0.8764309,0.003436249,0.1118051,0.0002257528,0.00002818033,0.0004022199,0.003087607,0.00007890581,0.004505163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006766443,"threshold_uncertainty_score":0.002164781,"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."}}