{"id":"W4313527091","doi":"10.1016/j.ssaho.2022.100387","title":"Effects of unpaid caring activities and social norms on women's employment in mangrove areas of Ramsar site 1017 in Benin (West Africa)","year":2022,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Livelihood; Unpaid work; Work (physics); Socioeconomics; Business; Fishing; Affect (linguistics); Household income; Geography; Economic growth; Political science; Sociology; Economics; Agriculture","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001462822,0.0001353496,0.0003467218,0.0002277605,0.00246529,0.0001906884,0.0007828554,0.00005360904,0.0002043514],"category_scores_gemma":[0.0000459103,0.0001419628,0.00005250209,0.0005141514,0.001190494,0.0005900667,0.0003507606,0.0001762169,8.447437e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006263806,"about_ca_system_score_gemma":0.0004877162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02960361,"about_ca_topic_score_gemma":0.05516063,"domain_scores_codex":[0.9977847,0.000447407,0.0002753854,0.0002979961,0.0007236739,0.0004708619],"domain_scores_gemma":[0.9993523,0.0002729247,0.0002407242,0.00006776302,0.0000317658,0.00003456252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005710729,0.0003160833,0.0404219,0.00005394884,0.00001361195,0.000002608369,0.8873745,0.00001286271,0.00007972529,0.06982438,0.0002250604,0.001618182],"study_design_scores_gemma":[0.0007705126,0.0003471,0.2600691,0.00005454867,0.00001187986,2.027007e-7,0.7172517,0.000003192939,0.0001855633,0.008917437,0.01209555,0.0002932449],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947324,0.0001591839,1.636049e-7,0.0006482335,0.0002280049,0.0005050709,0.00003418654,0.00001111078,0.05108998],"genre_scores_gemma":[0.9982035,0.0000438629,0.000006499872,0.0001523392,0.0001323962,0.0001435033,0.000004999748,0.000008575194,0.001304346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2196472,"threshold_uncertainty_score":0.9988334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190695915602794,"score_gpt":0.2978871349732559,"score_spread":0.2659801758172279,"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."}}