{"id":"W4388088560","doi":"10.20944/preprints202310.1852.v1","title":"Challenges to <em>Cannabis sativa </em>Production from Pathogens and Microbes – the Role of Molecular Diagnostics and Bioinformatics","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Coquitlam College; Riverview Hospital; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Food Inspection Agency; Colorado State University","keywords":"Cannabis sativa; Biology; Biotechnology; Multiplex; Cannabis; Multiplex polymerase chain reaction; Computational biology; Genomics; Polymerase chain reaction; Genome; Genetics; Botany; Gene; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003704374,0.0005919196,0.0007394638,0.001301029,0.000882154,0.0039766,0.001951918,0.001442907,0.007431091],"category_scores_gemma":[0.003496848,0.0004080131,0.0006999967,0.001060838,0.00162286,0.002813635,0.001904632,0.002552952,0.006271576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002965317,"about_ca_system_score_gemma":0.003637825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009344857,"about_ca_topic_score_gemma":0.01111878,"domain_scores_codex":[0.9984699,0.0002690962,0.00007686837,0.000229347,0.0007920515,0.0001626929],"domain_scores_gemma":[0.9953843,0.001044887,0.0006104772,0.0005650801,0.00178152,0.0006137184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004268347,0.0001852054,0.003960229,0.001592898,0.0000545039,0.0008360668,0.0005097014,0.003981728,0.3978456,0.01519845,0.0408974,0.5345114],"study_design_scores_gemma":[0.00003820536,0.0003778978,0.008924527,0.0008071385,0.00005550213,0.0007534872,0.001682188,0.008961652,0.1545348,0.01791516,0.8058189,0.0001304679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2252743,0.1117114,0.2902102,0.2173497,0.004021804,0.001203724,0.01065819,0.0115839,0.1279866],"genre_scores_gemma":[0.3924524,0.08483081,0.4376918,0.01507267,0.001187562,0.0005760983,0.01026192,0.002710352,0.05521647],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009344857,"threshold_uncertainty_score":0.02485949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08453004657389071,"score_gpt":0.2903293665688252,"score_spread":0.2057993199949345,"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."}}