{"id":"W4411044189","doi":"10.5376/ijh.2025.15.0012","title":"Genetic Diversity and Trait Discovery in Pineapple Germplasm: A Meta-Analysis Approach","year":2025,"lang":"en","type":"article","venue":"International Journal of Horticulture","topic":"Pineapple and bromelain studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Germplasm; Trait; Genetic diversity; Meta-analysis; Biology; Diversity (politics); Evolutionary biology; Botany; Computer science; Demography; Sociology; Medicine; Anthropology","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":[0.01175346,0.002134084,0.003703051,0.0116428,0.001211885,0.003190629,0.001645604,0.001056254,0.001363807],"category_scores_gemma":[0.01150235,0.0009445677,0.01124429,0.00827127,0.0005079207,0.001339459,0.002034085,0.001379911,0.0001850827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008106395,"about_ca_system_score_gemma":0.001720942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004453882,"about_ca_topic_score_gemma":0.006775644,"domain_scores_codex":[0.9941354,0.003225128,0.0004652764,0.001476778,0.0004652236,0.0002321543],"domain_scores_gemma":[0.9906012,0.006933046,0.0005684299,0.001183707,0.0003600372,0.0003535519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001549176,0.0005057319,0.4220058,0.004898453,0.4157564,0.001834373,0.001130363,0.02945712,0.02483306,0.00287635,0.001346635,0.09380659],"study_design_scores_gemma":[0.0006169325,0.001522108,0.4054866,0.001867752,0.311047,0.002073406,0.003455065,0.2217387,0.008808149,0.02523376,0.01760237,0.0005481829],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6528706,0.05577059,0.2765614,0.001604392,0.0005046758,0.0005173205,0.008568858,0.001525356,0.002076844],"genre_scores_gemma":[0.9054412,0.004653303,0.08464181,0.0003496113,0.00009933566,0.0003064585,0.003960296,0.0001709169,0.0003769902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01175346,"threshold_uncertainty_score":0.06215894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937857072155846,"score_gpt":0.2698752184735468,"score_spread":0.2504966477519884,"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."}}