{"id":"W4317888350","doi":"10.24908/ohi.v1i1.16063","title":"One Health Solution to Dutch Elm Disease in Renfrew Country","year":2022,"lang":"en","type":"article","venue":"One Health Innovation","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Disease; Dutch elm disease; Medicine; Biology; Internal medicine; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00162139,0.00008096838,0.0001407164,0.000198736,0.0005015716,0.000007738439,0.0001302061,0.0000228582,0.001337377],"category_scores_gemma":[0.00004350974,0.0001075661,0.000009407852,0.002081621,0.00003178971,0.0001256806,0.0002400743,0.0002110527,0.0001870676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002289312,"about_ca_system_score_gemma":0.000159553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006670183,"about_ca_topic_score_gemma":0.004404613,"domain_scores_codex":[0.9983137,0.0001579723,0.0004610794,0.0003044495,0.0003642696,0.0003985446],"domain_scores_gemma":[0.9994522,0.00001314306,0.0001978224,0.000221197,0.000009056888,0.000106548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008853347,0.004127908,0.2312743,0.0006002341,0.00002570192,0.00001562945,0.003877681,0.04781533,0.0009839513,0.2568201,0.3246041,0.1289697],"study_design_scores_gemma":[0.0003606791,0.0003662505,0.9450163,0.00001795411,0.000001383441,5.195163e-7,0.0000491408,0.0009892258,0.000003478244,0.002633457,0.05045614,0.0001054882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8565782,0.0001054467,0.003214878,0.135414,0.0006530843,0.001944122,0.00004916061,0.0001084239,0.001932598],"genre_scores_gemma":[0.9602674,0.00003223931,0.001010515,0.03758115,0.00003363778,0.0002937267,0.0002301371,0.0000106217,0.0005406339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.713742,"threshold_uncertainty_score":0.9999445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865756947299097,"score_gpt":0.28721933617273,"score_spread":0.2585617666997391,"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."}}