{"id":"W4214753310","doi":"10.1108/jadee-08-2021-0201","title":"Joint market participation choices of smallholder farmers and households’ welfare: evidence from Senegal","year":2022,"lang":"en","type":"article","venue":"Journal of Agribusiness in Developing and Emerging Economies","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Cash crop; Profit (economics); Economics; Context (archaeology); Welfare; Survey data collection; Business; Multinomial logistic regression; Hectare; Marketing; Agriculture; Agricultural economics; Microeconomics; Production (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":[0.001744625,0.0004687059,0.0004451592,0.001180224,0.0008496941,0.0008877022,0.0005187335,0.0004025125,0.004163505],"category_scores_gemma":[0.003685492,0.0002345639,0.0006139577,0.002512438,0.001497108,0.000997065,0.00169504,0.0005391511,0.0003249441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008764814,"about_ca_system_score_gemma":0.0007440474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06519631,"about_ca_topic_score_gemma":0.09367389,"domain_scores_codex":[0.9986466,0.0007203937,0.00007598576,0.0001974305,0.0001037907,0.000255902],"domain_scores_gemma":[0.9936727,0.002192042,0.002962469,0.0003742028,0.0004216195,0.0003770522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002809789,0.0001572202,0.9840432,0.000189403,0.0004236393,0.0005133824,0.003398803,0.0002704755,0.0002116178,0.0004109465,0.0004667958,0.009633521],"study_design_scores_gemma":[0.000009726453,0.0001081941,0.9896085,0.00009993121,0.0001228999,0.00009930477,0.008428468,0.0002221299,0.00009675851,0.0001821794,0.001011492,0.00001049763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980172,0.0004914535,0.00008834388,0.0001829889,0.000003224481,0.000007823637,0.0003735543,0.000001908787,0.0008335512],"genre_scores_gemma":[0.9992732,0.0003101867,0.00003572967,0.00003644755,0.000002510541,0.000009125366,0.0001883688,9.10726e-7,0.0001435012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06519631,"threshold_uncertainty_score":0.1296337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06320123591662265,"score_gpt":0.2619383807470876,"score_spread":0.198737144830465,"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."}}