{"id":"W4408764473","doi":"10.21083/ruralreview.v9i1.8290","title":"Incubating Youth-led Agribusiness in Africa","year":2025,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Economic Growth and Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Agribusiness; Business; Agricultural economics; Geography; Economics; Agriculture; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001139961,0.0002256647,0.0001981768,0.0004877246,0.000884866,0.001969244,0.0004052298,0.0006312095,0.003627633],"category_scores_gemma":[0.00112175,0.0001053578,0.0001482453,0.001070486,0.001116407,0.001139284,0.001762368,0.0006729019,0.0002350222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002217492,"about_ca_system_score_gemma":0.005998831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01594892,"about_ca_topic_score_gemma":0.03996525,"domain_scores_codex":[0.9994835,0.0002718476,0.00002119674,0.00002293602,0.000051204,0.0001492778],"domain_scores_gemma":[0.9995696,0.0001359899,0.00009387408,0.000008166355,0.00006541659,0.0001269017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001824222,0.0002396335,0.01392906,0.02244441,0.0001084567,0.005014887,0.04964888,0.0006353258,0.002360207,0.07484249,0.04310183,0.7874923],"study_design_scores_gemma":[0.00003102411,0.0002209088,0.01990693,0.01645309,0.00006184344,0.001173084,0.06324074,0.0001126333,0.0008613097,0.003554355,0.8943689,0.00001514829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1229009,0.8211736,0.0003902194,0.01630468,0.001163293,0.00008638526,0.000083056,0.00001938549,0.03787843],"genre_scores_gemma":[0.4596127,0.5260406,0.0005644656,0.001817471,0.0001932335,0.00005441941,0.00005456357,0.000008758565,0.01165388],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01594892,"threshold_uncertainty_score":0.03171217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095628320762032,"score_gpt":0.2608238637333684,"score_spread":0.2398675805257481,"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."}}