{"id":"W6894360100","doi":"10.5683/sp2/zsawxj","title":"Molecular assays to detect the presence and viability of Phytophthora ramorum and Grosmannia clavigera","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Phytophthora ramorum; Phytophthora; DNA; Complementary DNA; Dendroctonus","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":[0.003040651,0.002420448,0.002570488,0.005072205,0.001206581,0.002199361,0.002868856,0.002399207,0.05710548],"category_scores_gemma":[0.008027878,0.001013767,0.001315614,0.007957605,0.0004764975,0.001228117,0.001525944,0.002102658,0.05269024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001545705,"about_ca_system_score_gemma":0.003164124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01549291,"about_ca_topic_score_gemma":0.03210735,"domain_scores_codex":[0.9975427,0.0003803147,0.0003637737,0.0007389789,0.0006643786,0.0003098159],"domain_scores_gemma":[0.9955266,0.001741885,0.0007724933,0.0007646266,0.0009655366,0.0002288762],"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":[0.0004404766,0.000127896,0.008595388,0.008602115,0.0003201007,0.00007715348,0.0001277178,0.001205054,0.0039839,0.001304676,0.9641529,0.01106264],"study_design_scores_gemma":[0.0004216765,0.00006369618,0.01654522,0.0008377183,0.0002665346,0.00009223882,0.00009954399,0.0004189576,0.002200074,0.001439431,0.9775514,0.0000635096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002516057,0.0001345873,0.0001427723,0.00002415421,0.00001277757,0.00001700232,0.998822,0.0001574998,0.0004375065],"genre_scores_gemma":[0.0004837773,0.0001094169,0.0005190917,0.00003877352,0.00000308529,0.0001384427,0.9982002,0.00006709617,0.0004401238],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05710548,"threshold_uncertainty_score":0.1910369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409659491651349,"score_gpt":0.282917005972685,"score_spread":0.2688204110561715,"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."}}