{"id":"W3125506992","doi":"10.1080/23311932.2021.1879715","title":"Determinants of market participation decision by smallholder haricot bean (<i>phaseolus vulgaris</i> l.) farmers in Northwest Ethiopia","year":2021,"lang":"en","type":"article","venue":"Cogent Food & Agriculture","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Phaseolus; Agricultural economics; Agricultural science; Agroforestry; Business; Economics; Agronomy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002696524,0.0002721248,0.0003450109,0.00001622059,0.0002121475,0.0001041051,0.0002691198,0.0002718722,0.0009051703],"category_scores_gemma":[0.0001710103,0.0001012958,0.0001389809,0.001399184,0.00004627492,0.0003638017,0.0001164776,0.0002931756,0.00001458739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004541109,"about_ca_system_score_gemma":0.00001981343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003740526,"about_ca_topic_score_gemma":0.01548486,"domain_scores_codex":[0.997903,0.0001658001,0.0006424458,0.0004939459,0.000407403,0.0003873622],"domain_scores_gemma":[0.9986449,0.0003256669,0.0003722117,0.0001033193,0.0004266105,0.0001272364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001225584,0.001249342,0.3152721,0.00003643784,0.00006161371,0.00003725191,0.0003186667,0.00002893364,0.5381607,0.0001057884,0.04479391,0.09981269],"study_design_scores_gemma":[0.0004621091,0.0004271213,0.8281071,0.0001057095,0.00005926283,0.00002995077,0.00130436,0.00003052731,0.06712638,0.00007899766,0.1018576,0.0004108387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963008,0.001159248,0.000006842961,0.0008141403,0.0002109064,0.0003055065,0.000289715,0.00003367841,0.0008791953],"genre_scores_gemma":[0.9974782,0.0003287807,0.0001250985,0.0003354968,0.0001130177,0.00004466619,0.0007765799,0.000001869359,0.0007962273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5128351,"threshold_uncertainty_score":0.991098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484445013647832,"score_gpt":0.2628408484327745,"score_spread":0.2379963982962962,"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."}}