{"id":"W4409038882","doi":"10.1038/s41598-025-86745-x","title":"Importance of yam in the role of agrobiodiversity in Mayombe and Batéké Plateau ecozones in Democratic Republic of Congo","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Université Laval","funders":"","keywords":"Plateau (mathematics); Democracy; Agricultural biodiversity; Geography; Agroforestry; Tropics; Biology; Political science; Ecology; Agriculture; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000390691,0.0001484648,0.000159983,0.0005992171,0.0006010323,0.0008612601,0.0001807097,0.0001654305,0.0007664242],"category_scores_gemma":[0.001019808,0.0001066327,0.0001016662,0.0008688933,0.0006286156,0.0003558889,0.0005405745,0.0002019905,0.00005168286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006178069,"about_ca_system_score_gemma":0.0002745581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04165392,"about_ca_topic_score_gemma":0.1196401,"domain_scores_codex":[0.9997334,0.0001307517,0.00001663423,0.00004246593,0.00001957426,0.00005713827],"domain_scores_gemma":[0.9994455,0.00013521,0.0002727199,0.00002346014,0.0000381664,0.00008503037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005369242,0.00002068742,0.988187,0.00002646022,0.00002248753,0.0002528902,0.005811875,0.00003963798,0.001098797,0.0001418661,0.00005866975,0.004285994],"study_design_scores_gemma":[9.495138e-7,0.00001454065,0.993098,0.00001525013,0.000007148722,0.00008506575,0.006421593,0.00007124522,0.00004268666,0.00002070906,0.0002208425,0.000001970176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996607,0.00009158592,0.000009883624,0.00002102813,3.618269e-7,0.000001203716,0.00002558224,2.337652e-7,0.0001893835],"genre_scores_gemma":[0.9998504,0.00005124967,0.00001911147,0.000005893878,6.380339e-7,0.000001652414,0.00001964619,2.132728e-7,0.00005120546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04165392,"threshold_uncertainty_score":0.08282298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009224510656752786,"score_gpt":0.2135384644026424,"score_spread":0.2043139537458896,"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."}}