{"id":"W4402125525","doi":"10.1080/09718524.2024.2391220","title":"Empowering women through a gender-responsive seed multiplication program in Northern Malawi","year":2024,"lang":"en","type":"article","venue":"Gender Technology and Development","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Multiplication (music); Economic growth; Socioeconomics; Political science; Gender studies; Sociology; Economics; Mathematics","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":[0.002522903,0.0002191769,0.0001705842,0.0002595373,0.004907059,0.001485631,0.0005653296,0.000597347,0.00280686],"category_scores_gemma":[0.002913137,0.0001937072,0.00009819955,0.0003323035,0.002726274,0.001585564,0.002944197,0.001091157,0.0001466445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002629665,"about_ca_system_score_gemma":0.004406068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370811,"about_ca_topic_score_gemma":0.03766605,"domain_scores_codex":[0.998704,0.0007342161,0.00001707421,0.00004879558,0.00006526383,0.0004307762],"domain_scores_gemma":[0.9984452,0.0006465517,0.0002458095,0.00004158036,0.00009074366,0.0005302401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002978228,0.0007705826,0.08402909,0.000727568,0.00001981597,0.006461079,0.7631062,0.0003201409,0.01228681,0.01754403,0.00477199,0.1096649],"study_design_scores_gemma":[0.00005198111,0.001088941,0.1246664,0.0007609384,0.00004398787,0.001083325,0.7654573,0.001265642,0.005158671,0.003944334,0.09642354,0.0000548953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896478,0.0003088362,0.0007060774,0.004491379,0.00001615757,0.0001226577,0.00002451078,0.000008912972,0.004673614],"genre_scores_gemma":[0.9961743,0.0003462476,0.0008656545,0.0008715885,0.000008189238,0.0001059427,0.00001408887,0.0000033162,0.001610712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01370811,"threshold_uncertainty_score":0.02725667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04571770374821909,"score_gpt":0.2997530736940573,"score_spread":0.2540353699458383,"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."}}