{"id":"W4399442817","doi":"10.1101/2024.06.05.597607","title":"How the Tulip Breaking Virus Creates Striped Tulips","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Alberta","funders":"","keywords":"Art","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":[0.0001004014,0.0001753673,0.0002974178,0.0001843557,0.0004346175,0.001091606,0.0004022741,0.0006358827,0.001769606],"category_scores_gemma":[0.0002891272,0.0002324194,0.0004201545,0.00009838382,0.0004585474,0.0006214375,0.0007225647,0.0007262272,0.0005250518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004662914,"about_ca_system_score_gemma":0.0002287218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009945731,"about_ca_topic_score_gemma":0.0005345514,"domain_scores_codex":[0.9999188,0.00001382363,0.000003497566,0.00002290491,0.00001918656,0.00002179594],"domain_scores_gemma":[0.99989,0.00003554638,0.00001955283,0.00001601271,0.000009025402,0.00002984258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000104451,0.0000657314,0.001784663,0.0001168194,0.00002475028,0.0008466449,0.0001887776,0.04062052,0.8787049,0.07227284,0.0008371795,0.004432762],"study_design_scores_gemma":[0.00005853058,0.0002326509,0.00288875,0.00005028387,0.00003460379,0.001297037,0.0004555483,0.6166806,0.3242124,0.03677075,0.01723722,0.00008165248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243258,0.0007136688,0.06311189,0.0007488805,0.0001678405,0.00003951741,0.0001250045,0.0001568925,0.0106105],"genre_scores_gemma":[0.9830838,0.0002667636,0.01052366,0.00008371553,0.00001559134,0.0000194589,0.00009040187,0.00004855778,0.005868019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001769606,"threshold_uncertainty_score":0.005919933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345072487450967,"score_gpt":0.231696059390859,"score_spread":0.1971888106457623,"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."}}