{"id":"W4408488551","doi":"10.1007/s43621-025-00968-6","title":"Mapping research frontiers in gender and sustainability in agricultural development: a bibliometric review","year":2025,"lang":"en","type":"review","venue":"Discover Sustainability","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lunds Universitet","keywords":"Regional science; Sustainability; Agriculture; Geography; Political science; Environmental planning; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.005826897,0.0006533458,0.00229086,0.02302719,0.0003146803,0.0004932925,0.0007479485,0.0002782463,0.00002317632],"category_scores_gemma":[0.009448341,0.0004828998,0.0003038537,0.08794598,0.0003391663,0.001445987,0.001861603,0.001042107,0.000005697445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411226,"about_ca_system_score_gemma":0.00150774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516416,"about_ca_topic_score_gemma":0.000211838,"domain_scores_codex":[0.9946584,0.0004289876,0.001526908,0.001447576,0.0007019451,0.001236262],"domain_scores_gemma":[0.9970153,0.0005640457,0.0003900276,0.0006866441,0.001307236,0.00003672344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006452164,0.000133295,0.1050854,0.4163049,0.0000385317,0.00002671799,0.0001467354,0.000001423801,7.584272e-10,0.0009307534,0.002705304,0.4746205],"study_design_scores_gemma":[0.0002253758,0.000004429819,0.1194459,0.02253418,0.00008359675,9.195229e-7,0.006937066,0.000001913535,8.098326e-9,0.005583103,0.844644,0.0005395547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008787498,0.9908116,0.00001424337,0.0005192817,0.0002157897,0.004485752,0.000004982373,0.00004168799,0.003027878],"genre_scores_gemma":[0.001680789,0.9966913,0.00002971189,0.0001805951,0.0001144511,0.0009896092,0.00006767393,0.00002296867,0.0002228976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8419387,"threshold_uncertainty_score":0.9997623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06502588131772401,"score_gpt":0.3642748053931179,"score_spread":0.2992489240753939,"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."}}