{"id":"W7083594113","doi":"10.2478/prolas-2025-0016","title":"Evaluation of <i>Ribes nigrum</i> L. Prospective Hybrids in Estonia","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Latvian Academy of Sciences Section B Natural Exact and Applied Sciences","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Eesti Maaülikool; Ministry of Rural Affairs","keywords":"Cultivar; Titratable acid; Hybrid; Gall; Downy mildew; Ripening; Breeding program; Powdery mildew","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004675254,0.000427121,0.0003517968,0.0008636251,0.0003452723,0.0004154801,0.0004324907,0.0002498961,0.001342538],"category_scores_gemma":[0.0001935478,0.0001296258,0.0004414336,0.0004516364,0.0001718528,0.0001400719,0.0003495604,0.0002762954,0.0003728944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006158729,"about_ca_system_score_gemma":0.0002636611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004089771,"about_ca_topic_score_gemma":0.01603574,"domain_scores_codex":[0.9997349,0.00003838222,0.00002693872,0.00008326389,0.00007510281,0.00004139731],"domain_scores_gemma":[0.9996842,0.00005929199,0.00007276595,0.00002882318,0.00007307667,0.00008182311],"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":[0.0002932561,0.0001257445,0.004842209,0.00006830459,0.00003283901,0.0004080079,0.0001662675,0.0001681855,0.9890484,0.00005776615,0.00004804796,0.004740955],"study_design_scores_gemma":[0.00009112622,0.004118921,0.7219219,0.00005439377,0.0003063276,0.001447019,0.0009704707,0.001241537,0.2547406,0.00004542113,0.01500293,0.00005940042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980035,0.000172545,0.0003448881,0.000009473877,0.000004023756,0.00002984073,0.0003302997,0.00002662864,0.001078762],"genre_scores_gemma":[0.9905998,0.0001814139,0.002084046,0.00003712206,0.00000259798,0.00005258256,0.00255781,0.00004238688,0.004442225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004089771,"threshold_uncertainty_score":0.008131921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905681852317308,"score_gpt":0.2740247098101675,"score_spread":0.2549678912869944,"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."}}