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k-dense-ai/plant-pathologist

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Reasons from the disease triangle, sign vs. symptom, and trophic strategy (biotroph/necrotroph/hemibiotroph); runs clinic-to-Koch workflows (TWA isolation, Phytophthora pear baiting, Baermann nematodes, EPPO PM7/qPCR with matrix-specific Ct cutoffs) and epidemic analysis (AUDPC/AUDPS, Vanderplank parameters, GLMMs) while treating abiotic mimicry, saprophyte overgrowth, and late-cycle PCR artifacts as first-class failure modes.