{"id":"W2024948537","doi":"10.1080/09663690903148465","title":"The gender dimension of the agrarian transition: women, men and livelihood diversification in two peri-urban farming communities in the Philippines","year":2009,"lang":"en","type":"article","venue":"Gender Place & Culture","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"World Bank Group","keywords":"Agrarian society; Livelihood; Diversification (marketing strategy); Gender mainstreaming; Sociology; Gender studies; Politics; Agriculture; Political science; Economic growth; Geography; Economics; Gender equality; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006839563,0.0001310151,0.0001902882,0.00005882509,0.0005199933,0.00005191892,0.0003200053,0.00007997551,0.00001943598],"category_scores_gemma":[0.00001799927,0.0000807812,0.0000532087,0.0002726654,0.00009075602,0.0001373322,0.00006038276,0.0002607637,0.000004697793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007553634,"about_ca_system_score_gemma":0.00001378868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002178673,"about_ca_topic_score_gemma":0.0002329376,"domain_scores_codex":[0.999132,0.00007963343,0.0003353296,0.0001760645,0.00005643326,0.0002205666],"domain_scores_gemma":[0.999438,0.00003626361,0.0001698398,0.0003116672,0.00002718865,0.00001705567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009556643,0.0002559479,0.0226179,0.0000437221,0.0000225753,0.000002941835,0.9152267,0.0002533458,0.001357547,0.05176214,0.004952914,0.003408698],"study_design_scores_gemma":[0.00249667,0.0001427988,0.6149561,0.00009574478,0.00001860213,0.00002183501,0.2519257,0.0009862041,0.0003151026,0.04547352,0.08303585,0.0005318307],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829156,0.007906013,0.00008992344,0.002298053,0.0001087433,0.0003918834,0.00005957994,0.00000866396,0.006221509],"genre_scores_gemma":[0.9970917,0.001891193,0.00003031448,0.0006872866,0.00005578087,0.00001696769,0.00001870517,0.000004714275,0.0002033931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.663301,"threshold_uncertainty_score":0.3999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085127690824608,"score_gpt":0.2230178092439156,"score_spread":0.1921665323356695,"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."}}