{"id":"W2788001025","doi":"10.1071/ma18010","title":"The geomicrobiology of mining environments","year":2018,"lang":"en","type":"article","venue":"Microbiology Australia","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Urbanization; Population; Natural resource economics; Industrialisation; Environmental science; Earth science; Geography; Ecology; Geology; Biology","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":[0.0003515157,0.0007067739,0.0004641637,0.0008319498,0.0009183362,0.002761259,0.0005941724,0.001622588,0.00199059],"category_scores_gemma":[0.0005679958,0.0002723524,0.0002277658,0.0007095207,0.001253145,0.001536336,0.002957427,0.001068567,0.001849111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008199352,"about_ca_system_score_gemma":0.0008414107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002103887,"about_ca_topic_score_gemma":0.00234928,"domain_scores_codex":[0.9992804,0.0001409493,0.00003406182,0.0001579417,0.000249367,0.0001373598],"domain_scores_gemma":[0.9996368,0.00003293962,0.00009459,0.00003457183,0.000121479,0.00007968141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001482068,0.00008917083,0.04598263,0.001999365,0.00006511626,0.001881903,0.0031369,0.001156785,0.7583914,0.01225554,0.0139432,0.1609498],"study_design_scores_gemma":[0.00002512103,0.0005522427,0.1636426,0.0007300882,0.00007323067,0.008757939,0.01028829,0.002779881,0.1155898,0.02013285,0.6773067,0.0001212549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6528562,0.1601722,0.03753296,0.02260116,0.002581325,0.0003963461,0.004583741,0.0008303142,0.1184458],"genre_scores_gemma":[0.901325,0.06194539,0.01409182,0.004288609,0.0006548276,0.00018356,0.001404955,0.0001210134,0.01598489],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002761259,"threshold_uncertainty_score":0.00665915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006865122668643,"score_gpt":0.2451868986469675,"score_spread":0.2251182474202811,"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."}}