{"id":"W4389677541","doi":"10.3390/jof9121190","title":"Can the Seed Trade Provide a Potential Pathway for the Global Distribution of Foliar Pathogens? An Investigation into the Use of Heat Treatments to Reduce Risk of Dothistroma septosporum Transmission via Seed Stock","year":2023,"lang":"en","type":"article","venue":"Journal of Fungi","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Pinus radiata; Horticulture; Botany; Agronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001975301,0.0002692868,0.0001822837,0.0001410308,0.0003152337,0.0005565757,0.0002427304,0.0003414854,0.001925181],"category_scores_gemma":[0.0002118541,0.0001019197,0.0001874019,0.0001186431,0.0002353235,0.0003618744,0.0002213442,0.0003110096,0.0002264307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003280941,"about_ca_system_score_gemma":0.0002321096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002447246,"about_ca_topic_score_gemma":0.009053488,"domain_scores_codex":[0.9999005,0.00002096796,0.000004653901,0.00002638096,0.0000228748,0.00002466294],"domain_scores_gemma":[0.9997873,0.00003865057,0.0000779276,0.0000229612,0.00004102062,0.00003220629],"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":[0.0008135408,0.0001326192,0.05240933,0.0002810591,0.00004664962,0.0008525118,0.0003554339,0.0002767978,0.9248765,0.000318675,0.0001597104,0.01947705],"study_design_scores_gemma":[0.00004809107,0.006648024,0.6153941,0.0001268112,0.0001699041,0.001869231,0.002750124,0.001572287,0.3593641,0.0004825534,0.01153225,0.00004247496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99705,0.0007401867,0.0006769223,0.0001297722,0.00001236829,0.00001957822,0.00006758574,0.00000932038,0.001294194],"genre_scores_gemma":[0.9970897,0.0005426505,0.0009348227,0.00008005377,0.000003281754,0.000009326868,0.00007199829,0.000004010678,0.001264209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002447246,"threshold_uncertainty_score":0.006440341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682884637830996,"score_gpt":0.2465104370758984,"score_spread":0.2296815906975885,"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."}}