{"id":"W4223570329","doi":"10.1093/hr/uhac083","title":"There and back again; historical perspective and future directions for <i>Vaccinium</i> breeding and research studies","year":2022,"lang":"en","type":"article","venue":"Horticulture Research","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"College of Engineering, Michigan State University; National Institute of Food and Agriculture; Michigan State University; U.S. Department of Agriculture","keywords":"Vaccinium; Vaccinium myrtillus; Bilberry; Biology; Ericaceae; Berry; Domestication; Agroforestry; Crop; Biotechnology; Botany; Ecology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003008887,0.0002492107,0.0003865594,0.00008191262,0.004647212,0.0003322609,0.0002861197,0.0001491871,0.0002013434],"category_scores_gemma":[0.0008524609,0.00009458615,0.00008998626,0.001387976,0.0004632747,0.0002616711,0.001074231,0.00141967,0.000009131665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007254436,"about_ca_system_score_gemma":0.00003075006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009288962,"about_ca_topic_score_gemma":0.001041656,"domain_scores_codex":[0.9955093,0.0009068546,0.0002966564,0.0009291491,0.00128263,0.00107545],"domain_scores_gemma":[0.9958991,0.001827352,0.00004924659,0.00009788293,0.001689477,0.0004369308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001123198,0.0007443913,0.007094807,0.0004065191,0.0005383877,0.0001038852,0.03195555,0.000002033987,0.4902313,0.0221219,0.1982822,0.2473958],"study_design_scores_gemma":[0.0004052288,0.002155299,0.0252559,0.00003257374,0.00002397572,0.000136211,0.1569257,0.00004307131,0.0006011488,0.002490944,0.8115932,0.0003367216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8961396,0.04242733,1.378096e-7,0.05861609,0.0001494179,0.001287955,0.00007317624,0.00005348892,0.00125286],"genre_scores_gemma":[0.9685186,0.01980031,0.0001099955,0.0001035388,0.001367525,0.0008013493,0.00003061275,0.000005957817,0.009262134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.613311,"threshold_uncertainty_score":0.9966486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1822445955664225,"score_gpt":0.4053815113770055,"score_spread":0.2231369158105829,"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."}}