{"id":"W2295140225","doi":"10.6000/1927-3037.2016.05.01.2","title":"Identification of Acid Mine Drainage Microorganisms from a Coal Mine in South Africa","year":2016,"lang":"en","type":"article","venue":"International Journal of Biotechnology for Wellness Industries","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acid mine drainage; Coal mining; Bioremediation; Microorganism; Environmental remediation; Biology; Bacteria; Environmental science; Contamination; Environmental chemistry; Ecology; Coal; Waste management; Chemistry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001096031,0.0003238703,0.0002232447,0.001072228,0.0005265852,0.0004853008,0.0001371085,0.0003646142,0.0006119066],"category_scores_gemma":[0.0003018075,0.0001470819,0.0001629223,0.0007422684,0.0002419079,0.0002847896,0.0004396438,0.0001549394,0.0001807137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349928,"about_ca_system_score_gemma":0.0004035019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004392284,"about_ca_topic_score_gemma":0.007259261,"domain_scores_codex":[0.9998351,0.00001253884,0.0000201934,0.00004163645,0.00005449197,0.00003607423],"domain_scores_gemma":[0.9998986,0.00001791068,0.00002887572,0.00000364468,0.00003382307,0.00001714214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002516814,0.0001885807,0.2205537,0.0004763324,0.00002678699,0.005121598,0.005631972,0.0002143845,0.7375208,0.0001284568,0.0001399961,0.0297458],"study_design_scores_gemma":[0.00002239283,0.000931304,0.8524626,0.0001905868,0.00008472235,0.0119765,0.01625292,0.000667521,0.1073386,0.0001665671,0.009876816,0.00002953734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986436,0.0002269013,0.0002330659,0.00003146188,0.000003405334,0.00004061608,0.0002065269,0.000002207568,0.0006121987],"genre_scores_gemma":[0.9957415,0.0007550224,0.001764373,0.00003971152,0.000004880747,0.00002957883,0.0003319689,0.000002623726,0.001330235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004392284,"threshold_uncertainty_score":0.008733451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148778733854545,"score_gpt":0.2384363254787066,"score_spread":0.2269485381401611,"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."}}