{"id":"W4406868266","doi":"10.1038/s42003-025-07507-z","title":"How the tulip breaking virus creates striped tulips","year":2025,"lang":"en","type":"article","venue":"Communications Biology","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Alberta","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Athabasca University","keywords":"Biology","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":[0.00008018927,0.0001670502,0.0002305338,0.0001586379,0.0004759275,0.0009460647,0.0003837991,0.000523913,0.001541172],"category_scores_gemma":[0.0002276054,0.0002166812,0.0004338544,0.00008181472,0.0004841005,0.0007289766,0.0005725703,0.0006341168,0.0003390737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004297605,"about_ca_system_score_gemma":0.000294076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633045,"about_ca_topic_score_gemma":0.0009159218,"domain_scores_codex":[0.999944,0.000009963659,0.000002252757,0.00001444173,0.00001211498,0.0000172493],"domain_scores_gemma":[0.9999332,0.00002074441,0.00001401302,0.000008186576,0.000004895319,0.00001887439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001517183,0.00008121238,0.003541174,0.0001976408,0.00003871303,0.001384542,0.0004132871,0.06583389,0.736927,0.181397,0.001478527,0.008555258],"study_design_scores_gemma":[0.00009332578,0.0002925262,0.004711022,0.00006803025,0.00006290444,0.001868547,0.0006537351,0.6940407,0.2165306,0.05749021,0.02408942,0.00009883119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128212,0.001173007,0.0634696,0.001191934,0.0001901351,0.00004789676,0.0001294645,0.0001632832,0.02081352],"genre_scores_gemma":[0.9816396,0.0005501147,0.01111053,0.00009996945,0.00001769908,0.00002598861,0.00006747358,0.00004465085,0.006444016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001633045,"threshold_uncertainty_score":0.005155742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05575349033861447,"score_gpt":0.3061404022304359,"score_spread":0.2503869118918214,"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."}}