{"id":"W4408240500","doi":"10.5376/mpb.2025.16.0006","title":"Review of Genetic Mapping and Marker-Assisted Selection in Potato Breeding","year":2025,"lang":"en","type":"article","venue":"Molecular Plant Breeding","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Selection (genetic algorithm); Marker-assisted selection; Genomic selection; Genetic marker; Biotechnology; Microsatellite; Plant breeding; Evolutionary biology; Computational biology; Genetics; Agronomy; Allele; Genotype; Gene; Computer science; Artificial intelligence; Single-nucleotide polymorphism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002434498,0.001051151,0.001701711,0.003454144,0.0003487209,0.001596914,0.001792312,0.001522874,0.003461793],"category_scores_gemma":[0.002379101,0.0006258759,0.0007164348,0.005525294,0.0007114025,0.001855901,0.0007628516,0.00132412,0.001853427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008856133,"about_ca_system_score_gemma":0.001960977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002559461,"about_ca_topic_score_gemma":0.002217139,"domain_scores_codex":[0.9990539,0.0002670093,0.0001671528,0.0002242385,0.0002427966,0.00004486156],"domain_scores_gemma":[0.9977054,0.001312896,0.0002954524,0.0001092482,0.0004797011,0.00009739662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008827802,0.00007022576,0.0005637449,0.02534884,0.0001916683,0.0003876426,0.0001147433,0.001090672,0.005794874,0.003891357,0.01330848,0.9491494],"study_design_scores_gemma":[0.0000219105,0.0001754551,0.003456405,0.005966451,0.0004004864,0.001831746,0.0001384373,0.0008019394,0.002778711,0.002755867,0.9816039,0.00006867981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004075454,0.9944763,0.002928487,0.0003643126,0.0003516208,0.00001386691,0.00005381429,0.00002796475,0.001376141],"genre_scores_gemma":[0.001909327,0.9931515,0.003612768,0.0002317264,0.0003626556,0.00001563292,0.00008978563,0.00001042715,0.0006161491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003461793,"threshold_uncertainty_score":0.01287496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610578269560429,"score_gpt":0.2062630486474678,"score_spread":0.1901572659518636,"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."}}