{"id":"W2884879006","doi":"10.5539/enrr.v8n3p69","title":"Butterfly Diversity: An Indicator for Environmental Health within Tarkwa Gold Mine, Ghana","year":2018,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Butterfly; Netting; Transect; Vegetation (pathology); Gold mining; Geography; Resource (disambiguation); Environmental resource management; Environmental protection; Ecology; Environmental science; Business; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001331621,0.0001847796,0.0001985085,0.0001156353,0.001775389,0.00003845895,0.0003660602,0.0001090422,0.0006971941],"category_scores_gemma":[0.00003896021,0.0001606857,0.00004652905,0.0001026735,0.001890168,0.0002338074,0.001307436,0.0003679942,0.0003356904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003092912,"about_ca_system_score_gemma":0.00000671096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000143183,"about_ca_topic_score_gemma":0.0004953258,"domain_scores_codex":[0.9976487,0.0002403739,0.0002297553,0.0006280843,0.000627388,0.0006256578],"domain_scores_gemma":[0.9991851,0.0001967686,0.0001002218,0.0002499348,0.000003438843,0.0002645151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004961536,0.0003901896,0.9354768,0.00003198077,0.0001009749,0.000009078669,0.01819658,0.00005495246,0.003733071,0.0001926993,0.008320355,0.0329972],"study_design_scores_gemma":[0.001102111,0.002102613,0.9258522,0.00001112204,0.00001702587,0.000007545926,0.002895682,0.004950299,0.0004024005,0.0006923683,0.06158898,0.0003775978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996206,0.0006894612,0.0000449064,0.001402805,0.00008708837,0.0005757128,0.00003288642,0.00002099708,0.0009401112],"genre_scores_gemma":[0.987859,0.0002512725,0.001120898,0.000528693,0.0001354747,0.00004396051,0.00004101743,0.00001771415,0.01000204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05326862,"threshold_uncertainty_score":0.9995242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256224137702226,"score_gpt":0.2977810068497813,"score_spread":0.2721585930795586,"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."}}