{"id":"W3118161993","doi":"","title":"Small-scale Mining and Sustainable Rurality in the Atiwa District of Ghana","year":2020,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Mining and Resource Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rurality; Livelihood; Agrarian society; Sustainability; Government (linguistics); Sustainable development; Economic growth; Rural area; Scale (ratio); Business; Geography; Environmental planning; Agriculture; Political science; Economics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003919319,0.000158216,0.0001817942,0.0005216718,0.0009997812,0.000609055,0.0002422165,0.0002478727,0.00210962],"category_scores_gemma":[0.001137203,0.0001233816,0.00007208312,0.001660111,0.001225749,0.0007349629,0.000744064,0.0003181157,0.0001214943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150772,"about_ca_system_score_gemma":0.001361333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03269122,"about_ca_topic_score_gemma":0.1226429,"domain_scores_codex":[0.9995691,0.0002087519,0.00001473881,0.00003501115,0.00003712233,0.0001351494],"domain_scores_gemma":[0.9988729,0.0003791729,0.0004580713,0.0000252904,0.00005993473,0.0002046302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001558446,0.0003234465,0.8828052,0.0004272872,0.00004050983,0.004781886,0.06117375,0.0005918539,0.00320705,0.003315331,0.001105263,0.04207263],"study_design_scores_gemma":[0.0000237892,0.0002024083,0.8618299,0.0001373461,0.00002006835,0.0007765109,0.1291101,0.0002184814,0.0002502266,0.0007920652,0.00662708,0.00001194671],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985602,0.0002107962,0.00002906355,0.0002050296,0.000001655316,0.000008458515,0.00002719984,7.994302e-7,0.0009567066],"genre_scores_gemma":[0.9994366,0.0002362549,0.00004907924,0.00002504689,0.000001289182,0.000006560664,0.00001702496,5.598577e-7,0.0002275569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03269122,"threshold_uncertainty_score":0.06500185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274788063007635,"score_gpt":0.2038969253602946,"score_spread":0.1811490447302183,"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."}}