{"id":"W4214810426","doi":"10.1101/2022.02.28.482393","title":"Temporal and environmental factors interact with rootstock genotype to shape leaf elemental composition in grafted grapevines","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Saint Louis University; National Science Foundation","keywords":"Rootstock; Shoot; Perennial plant; Phenology; Biology; Cultivar; Root system; Composition (language); Botany; Horticulture","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":[],"consensus_categories":[],"category_scores_codex":[0.0001997272,0.0004744005,0.0004260012,0.0000715219,0.0002412262,0.0002331765,0.0003986582,0.0001708574,0.0007788359],"category_scores_gemma":[0.00002354248,0.0002041019,0.0000927947,0.0004688168,0.00009045028,0.0002011939,0.0007672276,0.0006504182,0.00002395708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003203616,"about_ca_system_score_gemma":0.00002665426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005114346,"about_ca_topic_score_gemma":0.0002729116,"domain_scores_codex":[0.9974943,0.0001650075,0.0003884217,0.0008749762,0.0005216015,0.0005556613],"domain_scores_gemma":[0.9992321,0.0000712168,0.0001530268,0.0001451253,0.00005810314,0.0003404326],"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":[0.0001066434,0.0001482375,0.2457075,0.00002801792,0.00003418939,0.00003431711,0.00003355795,0.00001276782,0.7538173,0.00000649093,0.00004970103,0.00002132937],"study_design_scores_gemma":[0.0002142104,0.0005168043,0.9619901,0.0001131232,0.00002511778,7.244886e-8,0.0001750828,0.00009767767,0.03392362,4.23303e-7,0.002371944,0.0005717888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997344,0.000216895,9.532507e-7,0.0006478406,0.0001280758,0.001017949,0.000556734,0.00008455789,0.000003049832],"genre_scores_gemma":[0.9993146,0.00007672534,0.0001417931,0.0001366825,0.0001330962,0.0001373285,0.00004028184,0.000008060417,0.0000114084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7198936,"threshold_uncertainty_score":0.8527707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885392948698188,"score_gpt":0.2281696166479631,"score_spread":0.2093156871609812,"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."}}