{"id":"W2986101099","doi":"10.5539/sar.v8n4p84","title":"Commercialization of Smallholder Pulse Producers in East Gojjam Zone, Ethiopia","year":2019,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commercialization; Tobit model; Agricultural economics; Livestock; Descriptive statistics; Agricultural science; Business; Agriculture; Econometric model; Economics; Geography; Marketing; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002796812,0.0001087898,0.00007936938,0.000388047,0.0002512023,0.0003998023,0.0001392258,0.0001089463,0.001186707],"category_scores_gemma":[0.0005391365,0.00009098458,0.00007221721,0.0005689348,0.0001890859,0.0003049143,0.0002186547,0.0001290833,0.0001039379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626542,"about_ca_system_score_gemma":0.0002166143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004501018,"about_ca_topic_score_gemma":0.0105275,"domain_scores_codex":[0.999889,0.00002970722,0.000007900871,0.00002263526,0.00001739416,0.00003337265],"domain_scores_gemma":[0.9996033,0.000120188,0.0001573303,0.00001440836,0.00003989669,0.00006482335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004493922,0.00005040899,0.9920826,0.00001599676,0.00001230183,0.0003306289,0.001756427,0.00007603731,0.001315096,0.0000946872,0.000080447,0.004140418],"study_design_scores_gemma":[0.000001152749,0.00004259371,0.994534,0.000004782338,0.000004419874,0.0001446653,0.004703171,0.0001487938,0.0001599671,0.00002008601,0.0002344789,0.000001812953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998017,0.00001505016,0.00001613242,0.000006519424,2.091842e-7,0.000001284863,0.00003975115,2.284147e-7,0.0001190535],"genre_scores_gemma":[0.9997136,0.00003435902,0.00003262579,0.000003153735,4.832606e-7,0.000002130205,0.0000465058,1.604571e-7,0.0001670145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004501018,"threshold_uncertainty_score":0.008949637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05343041602630789,"score_gpt":0.3209280990985743,"score_spread":0.2674976830722664,"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."}}