{"id":"W4413922293","doi":"10.1007/s10722-025-02574-x","title":"Farmers’ utilization and knowledge of Phaseolus bean diversity in Togo, West Africa: implications for its sustainable use and conservation","year":2025,"lang":"en","type":"article","venue":"Genetic Resources and Crop Evolution","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit van die Vrystaat; Canadian Institute for Theoretical Astrophysics","keywords":"Phaseolus; Biology; Diversity (politics); Agroforestry; Agriculture; Sustainable agriculture; Sustainable development; Biotechnology; Agronomy; Agricultural economics; Ecology; Political science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001113856,0.00006146279,0.0001041664,0.000025439,0.0004909936,0.00002100972,0.00003756684,0.00005587625,0.000003061388],"category_scores_gemma":[0.00007944855,0.00003408299,0.00001351588,0.0002123768,0.0001355644,0.00007050028,0.0001450288,0.00002333784,1.057743e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002312868,"about_ca_system_score_gemma":0.000006337458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004534654,"about_ca_topic_score_gemma":0.001685133,"domain_scores_codex":[0.9995213,0.00003524687,0.0001207731,0.0001686497,0.00002147812,0.0001325951],"domain_scores_gemma":[0.9996468,0.0001450111,0.00005285266,0.00002338379,0.0001076027,0.00002439385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004576126,0.0000478213,0.9851788,0.00004055368,0.00001163468,9.693753e-8,0.00105861,0.000004684067,0.005088535,0.002322695,0.000262067,0.00593876],"study_design_scores_gemma":[0.0002292195,0.000108812,0.9857827,0.00001058226,0.00002619533,6.70549e-7,0.004438479,0.0004030274,0.00002891561,0.001456736,0.007460221,0.00005445367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935881,0.004945523,0.000141459,0.0008699922,0.00001209903,0.0002850616,0.00002431965,0.000007970726,0.0001255097],"genre_scores_gemma":[0.9988756,0.0004828231,0.00004159672,0.00002205408,0.00001066633,0.00001865986,0.000006925125,3.605691e-7,0.0005413229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007198154,"threshold_uncertainty_score":0.3776375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978436295172002,"score_gpt":0.2507816581940708,"score_spread":0.2009972952423508,"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."}}