{"id":"W7116729290","doi":"10.71318/apom.2020.74.1.2","title":"Standardized Phenotyping in BlackRaspberry","year":2020,"lang":"","type":"article","venue":"Journal of American Pomological Society","topic":"Berry genetics and cultivation research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rubus; Blowing a raspberry; Germplasm; Trait; Rosaceae; Phenotypic trait; Phenology; Range (aeronautics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001115737,0.0002883276,0.0009259826,0.00001589425,0.000188178,0.0001525903,0.0007112804,0.000208301,0.002197923],"category_scores_gemma":[0.0005702276,0.0001244299,0.0008908943,0.00171013,0.0008974299,0.0001440618,0.0002469537,0.001210668,0.0000236183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414904,"about_ca_system_score_gemma":0.000128863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000115406,"about_ca_topic_score_gemma":0.00001113202,"domain_scores_codex":[0.9963888,0.0004709814,0.00115828,0.0003986963,0.0009257899,0.0006574775],"domain_scores_gemma":[0.9973913,0.0004611403,0.001005924,0.0000596656,0.0004440174,0.0006379234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002070767,0.00135916,0.08553386,0.00005966496,0.0005005178,0.0003018593,0.005603581,0.0009171836,0.1666908,0.0006863206,0.02514614,0.7111301],"study_design_scores_gemma":[0.004067957,0.01562733,0.8212714,0.0002314078,0.0001304456,0.00009181647,0.03572905,0.006665176,0.002034544,0.001955468,0.1108293,0.001366113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445512,0.001430737,0.0003010966,0.05271888,0.0001205302,0.0001960505,0.00003191279,0.00001131781,0.0006383017],"genre_scores_gemma":[0.9878152,0.003013091,0.002029161,0.006163399,0.000913021,0.000001969866,0.000003061164,0.000003429287,0.00005766598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7357375,"threshold_uncertainty_score":0.9987142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04821620529699937,"score_gpt":0.2871247792710853,"score_spread":0.2389085739740859,"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."}}