{"id":"W2127015110","doi":"10.3390/ijerph120808971","title":"Integrated Assessment of Artisanal and Small-Scale Gold Mining in Ghana—Part 2: Natural Sciences Review","year":2015,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Mining and Resource Management","field":"Engineering","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fogarty International Center","keywords":"Environmental planning; Water quality; Environmental science; Gold mining; Biodiversity; Ecosystem services; Environmental resource management; Mercury (programming language); Environmental protection; Geography; Ecosystem; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002412384,0.0007865371,0.0009776126,0.006463309,0.0003213278,0.001629836,0.0006048457,0.0008234819,0.001847638],"category_scores_gemma":[0.002872729,0.000370883,0.0006162126,0.009132677,0.0006998969,0.001556668,0.0006787621,0.0005296877,0.0001772493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003465681,"about_ca_system_score_gemma":0.008513005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02155385,"about_ca_topic_score_gemma":0.04243582,"domain_scores_codex":[0.9993517,0.0001959171,0.0001417676,0.0000726111,0.000193634,0.00004448488],"domain_scores_gemma":[0.9973015,0.001480745,0.0005634826,0.00003519278,0.0005398007,0.00007927737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000978474,0.00008484881,0.004493693,0.1168722,0.000464925,0.0005926117,0.00101288,0.002381662,0.002095761,0.00782783,0.01678739,0.8472884],"study_design_scores_gemma":[0.00003531885,0.0003131795,0.03264012,0.09549617,0.001505609,0.001287661,0.003371521,0.001031964,0.001617076,0.005922222,0.856717,0.00006216405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001366596,0.9954134,0.0003036312,0.001122388,0.0001286461,0.00003163867,0.00009928609,0.000004777536,0.001529665],"genre_scores_gemma":[0.01334751,0.985253,0.0006435424,0.0002492945,0.00005949226,0.00002958559,0.00008202927,0.000002126689,0.0003333446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02155385,"threshold_uncertainty_score":0.04285675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1527911454920165,"score_gpt":0.4260021542834958,"score_spread":0.2732110087914793,"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."}}