{"id":"W4388017070","doi":"10.1016/j.baae.2023.10.004","title":"The importance of shrubland and local agroecological practices for pumpkin production in sub-Saharan smallholdings","year":2023,"lang":"en","type":"article","venue":"Basic and Applied Ecology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Bildung, Wissenschaft, Forschung und Technologie; Bundesministerium für Bildung und Forschung; Natural Sciences and Engineering Research Council of Canada; Belmont Forum; Norges Forskningsråd; Biodiversa+; National Science Foundation","keywords":"Agroecology; Shrubland; Agroforestry; Pollinator; Species richness; Agronomy; Biology; Pollination; Geography; Ecology; Agriculture; Habitat","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002157183,0.000210508,0.0001776352,0.0005022446,0.0003588742,0.0004156112,0.0001989419,0.0001296782,0.001178952],"category_scores_gemma":[0.0006640523,0.0001284861,0.0001370745,0.0005552684,0.0003889964,0.0003896366,0.0003110728,0.0001073977,0.00009400801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003834115,"about_ca_system_score_gemma":0.0002366154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126776,"about_ca_topic_score_gemma":0.04482915,"domain_scores_codex":[0.9998596,0.00005224397,0.00001015582,0.00002973849,0.00001425474,0.00003403278],"domain_scores_gemma":[0.999415,0.0001377666,0.0003021819,0.00002067328,0.0000247885,0.0000995866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001183563,0.0000506055,0.9827608,0.00007675243,0.00005611956,0.0004457714,0.001369994,0.00008805058,0.008164304,0.00006540481,0.00004107788,0.00676271],"study_design_scores_gemma":[7.35496e-7,0.00003751796,0.9993709,0.000003225555,0.000005791042,0.00004774226,0.0003818519,0.00002699885,0.00006346222,0.000005999089,0.00005487438,0.000001030716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997935,0.00008259885,0.00001621951,0.000005665278,2.733467e-7,0.000001599754,0.00002753218,5.074157e-7,0.00007225297],"genre_scores_gemma":[0.9997581,0.00008553951,0.00005607588,0.000005224891,9.238853e-7,0.000002456754,0.00003166958,4.29692e-7,0.00005960219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01126776,"threshold_uncertainty_score":0.02240431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619282184730317,"score_gpt":0.2373507900484066,"score_spread":0.1911579682011034,"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."}}