{"id":"W4246115367","doi":"10.2139/ssrn.3661951","title":"Implementing the Ahafo Benefit Agreements: Seeking Meaningful Community Participation at Newmont's Ahafo Gold Mine in Ghana","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Mining and Resource Management","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gold standard (test); Humanities; Geography; Medicine; Art; Radiology","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":[0.003695525,0.0002091434,0.0001882955,0.000160932,0.0007143136,0.00009167683,0.0004464586,0.00005697176,0.00007517721],"category_scores_gemma":[0.0000470465,0.0001657608,0.0000801247,0.0003008717,0.00004583652,0.0001229096,0.000230585,0.001460472,0.00004073248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282167,"about_ca_system_score_gemma":0.00005310527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005495357,"about_ca_topic_score_gemma":0.03063879,"domain_scores_codex":[0.996533,0.0001632887,0.0004716888,0.0001348498,0.0003054069,0.002391771],"domain_scores_gemma":[0.9993392,0.00007366364,0.0001416366,0.0003245113,0.00005290065,0.00006815031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003683719,0.0007431047,0.1242961,0.0003375473,0.004214868,0.00004790866,0.1091398,0.09320259,0.01527709,0.0499124,0.007835238,0.5946249],"study_design_scores_gemma":[0.01349926,0.003896589,0.08228926,0.001503345,0.001176371,0.0006206837,0.2248324,0.4970707,0.006238457,0.03254009,0.1323793,0.003953535],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871265,0.0008077867,0.003219022,0.000296901,0.0002057327,0.0001571479,0.000001164212,0.00008210727,0.008103618],"genre_scores_gemma":[0.9976546,0.0001981142,0.0000917092,0.00009406191,0.0004006348,0.0000134514,0.000007896057,0.00004046084,0.001499087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5906714,"threshold_uncertainty_score":0.9870495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479811800632616,"score_gpt":0.246404161840049,"score_spread":0.2316060438337229,"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."}}