{"id":"W4366338352","doi":"10.21203/rs.3.rs-2821487/v1","title":"Nutrition Sensitivity of Smallholder Agricultural Production in Northwest Ethiopia","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bahir Dar University; International Development Research Centre","keywords":"Agriculture; Production (economics); Agricultural productivity; Agricultural economics; Geography; Agroforestry; Sensitivity (control systems); Environmental science; Economics; Archaeology; Engineering","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":[0.0003052628,0.0001620396,0.0001569828,0.0005578296,0.0002587765,0.0005192779,0.0002261465,0.0001535778,0.001001199],"category_scores_gemma":[0.0007948069,0.00009313173,0.0001085552,0.0007174576,0.00029614,0.0002233789,0.0003646499,0.0001133242,0.00009685719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007819493,"about_ca_system_score_gemma":0.000364779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02398856,"about_ca_topic_score_gemma":0.04099923,"domain_scores_codex":[0.9998038,0.00007775503,0.000009591806,0.00004022281,0.00001581809,0.00005276585],"domain_scores_gemma":[0.9995174,0.0001838772,0.000123471,0.00001935401,0.00007359162,0.00008223278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004130003,0.0001107621,0.983125,0.00004492565,0.00009196596,0.0006943607,0.001516132,0.001206985,0.006353003,0.0004168406,0.0001505775,0.005876483],"study_design_scores_gemma":[0.000002095628,0.00003841981,0.9973063,0.000006098872,0.000008546277,0.00008276336,0.001783916,0.0002800644,0.0002631373,0.00006111265,0.0001654695,0.000002011816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999549,0.00003210743,0.00002730038,0.000009817776,6.23328e-7,0.000001260672,0.000082733,5.115722e-7,0.0002966863],"genre_scores_gemma":[0.9997566,0.0000296756,0.00002657973,0.000003706767,5.222857e-7,0.00000154433,0.00004052283,3.579297e-7,0.0001405294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02398856,"threshold_uncertainty_score":0.0476979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06258071842869366,"score_gpt":0.3347250930377302,"score_spread":0.2721443746090365,"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."}}