{"id":"W4229038864","doi":"10.5296/jas.v10i2.19837","title":"Impact of a Climate Smart Technology: Case of the Farmer Managed Natural Regeneration on Trees Biodiversity in Sudano-Sahelian Parklands of Kayes and Koulikoro, in Mali","year":2022,"lang":"en","type":"article","venue":"Journal of Agricultural Studies","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Biodiversity; Geography; Combretaceae; Firewood; Agroforestry; Forestry; Global biodiversity; Floristics; Coppicing; Woody plant; Ecology; Species richness; Biology","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":[0.0002662645,0.0001371687,0.00008820075,0.0003223839,0.001001119,0.000776828,0.0002933253,0.0003039878,0.001621132],"category_scores_gemma":[0.0004583138,0.00006011193,0.0001248451,0.0004182048,0.0006635772,0.0003635072,0.0007205835,0.000270481,0.00007803413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145949,"about_ca_system_score_gemma":0.0006676558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01578189,"about_ca_topic_score_gemma":0.05402346,"domain_scores_codex":[0.9997494,0.0000853993,0.000007453616,0.00002190719,0.00003440238,0.0001013683],"domain_scores_gemma":[0.9996148,0.0000899863,0.0001033735,0.00001527288,0.00005087413,0.0001257138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003753536,0.0005264362,0.8946187,0.0002438311,0.00008675141,0.03029865,0.01113265,0.003088812,0.008921521,0.003729352,0.00163972,0.04533819],"study_design_scores_gemma":[0.000016427,0.0004018011,0.9533846,0.0000695956,0.00004611268,0.002102764,0.03411977,0.002514009,0.001111727,0.000500306,0.005715306,0.00001754835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983341,0.00009176888,0.00003007948,0.0001385766,0.00000246963,0.00000439738,0.0000241286,0.000001305608,0.0013733],"genre_scores_gemma":[0.999548,0.0000946083,0.00004495572,0.00002192077,0.000002805936,0.000002285338,0.00001209392,4.67113e-7,0.0002727071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01578189,"threshold_uncertainty_score":0.03138006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636104878122284,"score_gpt":0.2361504231947505,"score_spread":0.2197893744135277,"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."}}