{"id":"W7084026340","doi":"10.1016/j.wdp.2025.100737","title":"Agricultural market participation impact on gender health inequality: Evidence from Guinea-Bissau","year":2025,"lang":"en","type":"article","venue":"World Development Perspectives","topic":"Finite Group Theory Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Inequality; Market access; Agriculture; Matching (statistics); Health care; Ethnic group; Propensity score matching; Negotiation","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001649588,0.0003256146,0.0004422739,0.0004239258,0.0003126036,0.0001325917,0.0003595333,0.0000588551,0.001419072],"category_scores_gemma":[0.001397011,0.0002351014,0.0001163788,0.001009588,0.00008827026,0.0002519311,0.0001828708,0.0003427767,0.00009869969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826025,"about_ca_system_score_gemma":0.0005449205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001524666,"about_ca_topic_score_gemma":0.0004908619,"domain_scores_codex":[0.9968912,0.0006688992,0.0005897107,0.0006067021,0.0006611816,0.00058231],"domain_scores_gemma":[0.9967753,0.002119704,0.0001912083,0.0004867481,0.0002545793,0.0001725202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003041832,0.003703039,0.1461643,0.0008125051,0.002712237,0.00003678119,0.2290189,0.0001077997,0.002109769,0.2896436,0.2962627,0.02638653],"study_design_scores_gemma":[0.0005677237,0.0001058568,0.9461338,0.0005517828,0.00002281782,7.004301e-7,0.007346863,0.0001192379,0.001105531,0.04260245,0.001065032,0.0003781971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690431,0.0009528944,0.001844643,0.003658095,0.000180736,0.0008312131,0.00002580229,0.0002285448,0.02323498],"genre_scores_gemma":[0.9798232,0.00003707945,0.009550598,0.0002065839,0.00008853528,0.0001357837,0.00002190507,0.00002257992,0.01011379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7999695,"threshold_uncertainty_score":0.9994938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798617776759373,"score_gpt":0.4594670601641127,"score_spread":0.2796052824881754,"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."}}