{"id":"W4378631772","doi":"","title":"Visual impact produced by mining activity in the Punta Gorda ore body, Moa","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Environmental and Ecological Studies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Excellence in Mining Innovation","funders":"","keywords":"Mining engineering; Geography; Geology","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":[0.0001431029,0.0001716039,0.0001408202,0.0008211805,0.0004972185,0.000643882,0.0001435327,0.0001336241,0.001986385],"category_scores_gemma":[0.0003790308,0.00009069422,0.0001440309,0.0007151571,0.0004777482,0.0001844499,0.0007891136,0.0001372541,0.00008938896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005417559,"about_ca_system_score_gemma":0.0003628281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02268831,"about_ca_topic_score_gemma":0.1004012,"domain_scores_codex":[0.9998642,0.00003437905,0.000004103846,0.00002014513,0.00004075525,0.00003643438],"domain_scores_gemma":[0.9998719,0.00002759411,0.00003579338,0.000008934368,0.00003224959,0.00002357069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00100778,0.000213405,0.8308738,0.0005096336,0.00009944075,0.005238811,0.01044066,0.00209928,0.03097576,0.001067005,0.0023532,0.1151212],"study_design_scores_gemma":[0.000003753928,0.00006190591,0.9914467,0.00002175523,0.00001254381,0.0004085059,0.005434511,0.0002742934,0.00039643,0.00006685279,0.001867115,0.000005570936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969422,0.00009581995,0.00009757592,0.00003825766,0.000004890092,0.000007967739,0.0001103927,0.000007621906,0.002695286],"genre_scores_gemma":[0.9986773,0.0000869809,0.000238396,0.00000789074,0.000001789474,0.000005033072,0.0000732079,0.000004097826,0.0009052448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02268831,"threshold_uncertainty_score":0.04511249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1928077598751649,"score_gpt":0.5232319900166746,"score_spread":0.3304242301415097,"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."}}