{"id":"W4413577512","doi":"10.64628/aaj.hdenr3mek","title":"Ghana’s rice farmers need finance for new technologies, but banks don’t trust them","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Business; Finance; Financial system; Agricultural economics; Economics","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":[0.0009733273,0.0003829694,0.0004136961,0.0005072523,0.00121824,0.002350111,0.0002566998,0.002219477,0.07013836],"category_scores_gemma":[0.00563352,0.0002850998,0.0001773613,0.001004244,0.001306038,0.004188837,0.001154651,0.002209586,0.01079194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00205767,"about_ca_system_score_gemma":0.002546819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008338578,"about_ca_topic_score_gemma":0.01025551,"domain_scores_codex":[0.9994752,0.0001444121,0.00002397002,0.00005425668,0.000205007,0.00009719799],"domain_scores_gemma":[0.9976519,0.0009575104,0.0003669898,0.0001924559,0.0005050236,0.0003261651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002252166,0.00008718627,0.007987222,0.0004556695,0.00004856883,0.001175227,0.001558299,0.0003675122,0.002495889,0.3720912,0.4999993,0.1135086],"study_design_scores_gemma":[0.00005477716,0.00003150832,0.004666024,0.0001859788,0.00001144117,0.0006875108,0.001653308,0.0004217533,0.001101798,0.06602261,0.9251492,0.00001406567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04544272,0.00852627,0.009248566,0.4394142,0.004194579,0.00008352703,0.001779355,0.0004061299,0.4909046],"genre_scores_gemma":[0.4189107,0.008680766,0.01183103,0.02183001,0.001703619,0.0001022352,0.001227704,0.0003568108,0.5353572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07013836,"threshold_uncertainty_score":0.2346362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447375729681431,"score_gpt":0.2556892083746348,"score_spread":0.2312154510778205,"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."}}