{"id":"W7164131881","doi":"10.5376/pgt.2025.16.0029","title":"Breeding Advances and Application Prospects of Flower Color Improvement in Gerbera jamesonii","year":2025,"lang":"","type":"article","venue":"Plant Gene and Trait","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ornamental plant; Gerbera jamesonii; Selection (genetic algorithm); Gerbera; Plant breeding; Molecular breeding; Cut flowers","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002099755,0.0002251767,0.0003592174,0.0001538371,0.00007830843,0.00003015027,0.0001236003,0.0001910884,0.00000811448],"category_scores_gemma":[0.00002625521,0.0002164743,0.00005967129,0.0001928282,0.00009522217,0.00001001625,0.0001526681,0.0001027092,4.794627e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001629567,"about_ca_system_score_gemma":0.00008701458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004589675,"about_ca_topic_score_gemma":0.0003230213,"domain_scores_codex":[0.9985599,0.00002927523,0.0004424971,0.0005861002,0.0001241688,0.0002580518],"domain_scores_gemma":[0.9994711,0.00002852055,0.0001701232,0.0002010746,0.00004940303,0.00007983052],"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":[0.0002495711,0.000133606,0.005607611,0.0002777528,0.0001452104,0.000004625816,0.0001019139,0.00005060639,0.9563639,0.0001153424,0.0004787669,0.03647116],"study_design_scores_gemma":[0.00160754,0.0002967641,0.003082977,0.0001793935,0.0001615036,0.00001584859,0.0002146599,0.003157884,0.9508393,0.000151586,0.03998971,0.0003027837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774406,0.01871311,0.001134871,0.0002730036,0.00009523679,0.0004936935,0.0004272413,0.000004973791,0.001417293],"genre_scores_gemma":[0.9824188,0.01602749,0.0005954137,0.0001699285,0.00005134296,0.000062312,0.0002163331,0.000008871329,0.0004495538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03951094,"threshold_uncertainty_score":0.8827567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003077217012177906,"score_gpt":0.2231612376679605,"score_spread":0.2200840206557826,"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."}}