{"id":"W2554744215","doi":"10.17580/gzh.2016.10.20","title":"Review of foreign researches in the field of mining ecology","year":2016,"lang":"en","type":"article","venue":"Gornyi Zhurnal","topic":"Engineering and Environmental Studies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Ecology; Geography; Biology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001190832,0.0009544534,0.001618096,0.007109739,0.0006121767,0.002625817,0.001299062,0.001430187,0.01453577],"category_scores_gemma":[0.002940112,0.0004787719,0.0009733017,0.009858621,0.0009173821,0.002882418,0.001112494,0.001512557,0.003767686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089136,"about_ca_system_score_gemma":0.003847089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574747,"about_ca_topic_score_gemma":0.004140941,"domain_scores_codex":[0.9991729,0.0001630794,0.00018843,0.0001666887,0.0002504934,0.00005845005],"domain_scores_gemma":[0.9967961,0.001786628,0.0003877783,0.00009160338,0.0007309478,0.0002070203],"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":[0.0001181045,0.00008100687,0.001086589,0.05554595,0.0001638437,0.0004929883,0.0004728115,0.0003306205,0.001095721,0.004240423,0.1166128,0.8197591],"study_design_scores_gemma":[0.000006696552,0.00005135455,0.003523555,0.01482482,0.0001487413,0.001545514,0.0002713122,0.0000582182,0.000157761,0.001363278,0.978028,0.00002075381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001779538,0.9960376,0.0001372071,0.0008282967,0.0008301116,0.000005425759,0.00005926661,0.00001200568,0.001912086],"genre_scores_gemma":[0.00106861,0.9961118,0.0002577269,0.0005022145,0.001190652,0.000006011408,0.00009866053,0.000005100891,0.0007592681],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01453577,"threshold_uncertainty_score":0.04862696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166276240368468,"score_gpt":0.2576248490297027,"score_spread":0.2359620866260181,"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."}}