{"id":"W4415214310","doi":"10.1080/00220388.2025.2563846","title":"Quantifying Common Trend of Gender Agricultural Productivity Gap in Sub-Saharan Africa: A Systematic Review and Critical Appraisals","year":2025,"lang":"en","type":"review","venue":"The Journal of Development Studies","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Agricultural productivity; Productivity; Agriculture; Work (physics)","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":[0.05660502,0.002117704,0.008208354,0.02256018,0.001227414,0.005061792,0.002479607,0.002339656,0.003628368],"category_scores_gemma":[0.18905,0.001327826,0.01183342,0.01316147,0.001705296,0.004307851,0.002998436,0.001629796,0.0003271084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005780556,"about_ca_system_score_gemma":0.02391755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004081387,"about_ca_topic_score_gemma":0.01198828,"domain_scores_codex":[0.9517791,0.01751264,0.01892778,0.002612455,0.008306573,0.0008614057],"domain_scores_gemma":[0.8292518,0.1240182,0.0259512,0.003284278,0.01675688,0.0007376737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002404895,0.00001821177,0.002017254,0.930207,0.01552133,0.0001786768,0.0005544592,0.0001706843,0.00022814,0.0007811486,0.001553637,0.04852894],"study_design_scores_gemma":[0.0001632795,0.000220544,0.004894803,0.8811331,0.08838823,0.0003503802,0.0007582086,0.0001776737,0.0003878609,0.001538472,0.02192908,0.00005826966],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001937424,0.9923561,0.001174101,0.001162981,0.0003979612,0.001763546,0.0007605795,0.00001921107,0.0004281235],"genre_scores_gemma":[0.0444175,0.9428139,0.004430669,0.001587347,0.0004038399,0.005349716,0.0007170842,0.00002615948,0.0002536585],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05660502,"threshold_uncertainty_score":0.2993596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2418947581110763,"score_gpt":0.3568422399908899,"score_spread":0.1149474818798136,"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."}}