{"id":"W7134043994","doi":"10.5281/zenodo.18755956","title":"Demand for and use of banana germplasm in Africa, Asia and the Pacific","year":2019,"lang":"","type":"article","venue":"Open MIND","topic":"Banana Cultivation and Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Germplasm; Southeast asia; Agriculture; Crop production; Food security","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":[0.001064864,0.0001232147,0.0001592698,0.001139707,0.0004476812,0.001046601,0.0003968241,0.0002949124,0.01060716],"category_scores_gemma":[0.001850455,0.0001565112,0.0001146271,0.002805915,0.0002856652,0.0008351042,0.0004156098,0.0005882462,0.001358701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009753123,"about_ca_system_score_gemma":0.001225902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03264486,"about_ca_topic_score_gemma":0.06148654,"domain_scores_codex":[0.9996322,0.00006709183,0.00002039276,0.00008450636,0.0001415596,0.00005416835],"domain_scores_gemma":[0.9973779,0.001261969,0.0003568928,0.00007243363,0.0005303196,0.0004005958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001011985,0.0002325696,0.1656718,0.00173909,0.00006421567,0.0007749647,0.006451286,0.0004159571,0.03544324,0.008200572,0.1146037,0.6653906],"study_design_scores_gemma":[0.00003221407,0.0001568301,0.6481544,0.0004999405,0.00005167931,0.0004386537,0.005337377,0.00064883,0.0035187,0.00177343,0.3393527,0.00003517017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7566852,0.01990855,0.001345618,0.02467689,0.0003295638,0.0000757524,0.0519807,0.0003246953,0.1446731],"genre_scores_gemma":[0.8640804,0.02615741,0.005686572,0.003590772,0.0002779797,0.00008874712,0.03147597,0.0002411617,0.068401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03264486,"threshold_uncertainty_score":0.0649097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1028528448181919,"score_gpt":0.3005503566701785,"score_spread":0.1976975118519866,"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."}}