{"id":"W4206196197","doi":"10.1007/s10681-021-02959-w","title":"Participatory plant breeding reveals that geosmin concentration is not the central determinant of hedonic liking in table beet","year":2022,"lang":"en","type":"article","venue":"Euphytica","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"U.S. Department of Agriculture","keywords":"Geosmin; Cultivar; Sweetness; Odor; Biology; Food science; Flavor; Agronomy","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":[0.0002840418,0.00007942336,0.0001509203,0.000004669885,0.0003074189,0.00002020486,0.0001664826,0.00001939458,0.000206333],"category_scores_gemma":[0.00002111141,0.00002988322,0.00004403436,0.000155491,0.00004906336,0.00005535725,0.0001173184,0.0001051551,0.000002481187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003591475,"about_ca_system_score_gemma":0.00000846707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002992385,"about_ca_topic_score_gemma":0.0006638098,"domain_scores_codex":[0.999063,0.00006692192,0.0001805104,0.0001529443,0.0002051375,0.0003314582],"domain_scores_gemma":[0.9996615,0.0001850649,0.00009083033,0.00002115415,0.00001003732,0.00003141735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001449435,0.0001214868,0.5212341,0.0000184509,0.00002202871,0.00003147601,0.002529514,0.00002174911,0.464369,0.0007484467,0.004047561,0.006711253],"study_design_scores_gemma":[0.000145951,0.0002414596,0.9657395,0.0000435605,0.00001437824,0.000008931916,0.001782094,0.0007546614,0.01498332,0.0001426199,0.01600429,0.0001392634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997905,0.0003251309,1.999838e-7,0.001037572,0.00008646093,0.0001293004,0.000167337,0.00001130395,0.0003377159],"genre_scores_gemma":[0.9993475,0.0000755615,0.000004475902,0.0003618676,0.00009472041,0.00002387309,0.000009863161,5.894572e-7,0.00008156814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4493857,"threshold_uncertainty_score":0.2364449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111540583516579,"score_gpt":0.2370489100074543,"score_spread":0.1258948516557964,"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."}}