{"id":"W3009043358","doi":"10.1080/00083968.2019.1677483","title":"“Remember the women of Osiri”: women and gender in artisanal and small-scale mining in Migori County, Kenya","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of African Studies / Revue canadienne des études africaines","topic":"Mining and Resource Management","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Scale (ratio); Geography; Cartography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001111077,0.0002628922,0.0002423825,0.0007830204,0.01170346,0.002392433,0.0005874394,0.0008594717,0.005263071],"category_scores_gemma":[0.001253396,0.0002437196,0.00009414589,0.00103653,0.006343907,0.002390382,0.002538259,0.00117491,0.0002589999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00191478,"about_ca_system_score_gemma":0.001607741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03945214,"about_ca_topic_score_gemma":0.1598772,"domain_scores_codex":[0.9995077,0.0002266158,0.00001244213,0.00005245515,0.00005000004,0.0001508646],"domain_scores_gemma":[0.9994391,0.0002579302,0.0001363088,0.00001254692,0.00003269883,0.0001214688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005400855,0.00003235386,0.03869034,0.0001235003,0.000007303103,0.001013267,0.9374176,0.00002004176,0.001069117,0.005032231,0.002070734,0.01446945],"study_design_scores_gemma":[0.000002370741,0.00002876927,0.03841408,0.0001202474,0.000006598946,0.0002885457,0.9410062,0.00002182331,0.0001377065,0.0004565535,0.01950621,0.00001091843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818807,0.0014716,0.0001306388,0.002715194,0.00003518495,0.00001426483,0.00003017949,0.000002420622,0.01371978],"genre_scores_gemma":[0.9948062,0.0008068391,0.0001195604,0.0003935281,0.000008909644,0.00001293577,0.00001089011,0.000003279926,0.003837849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9605479,"threshold_uncertainty_score":0.07844502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03412907013373444,"score_gpt":0.2050236241258763,"score_spread":0.1708945539921419,"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."}}