{"id":"W4249696169","doi":"10.1139/cjm-47-5-431","title":"Monitoring of bacteria in acid mine environments by reverse sample genome probing","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bacteria; Genome; Biology; Sample (material); Genetics; Computational biology; Chemistry; Chromatography; Gene","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":[0.0002967989,0.0003885531,0.0004701535,0.0003351427,0.0003307945,0.0004531352,0.0004508514,0.000669316,0.0005196171],"category_scores_gemma":[0.0005285476,0.0002554196,0.0002363825,0.0003892059,0.0002962837,0.0003712591,0.0003807766,0.0007708274,0.0005757476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363807,"about_ca_system_score_gemma":0.0002418311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003374219,"about_ca_topic_score_gemma":0.005057195,"domain_scores_codex":[0.9995996,0.00006026387,0.0000145744,0.00009878887,0.0001615483,0.00006518316],"domain_scores_gemma":[0.9996166,0.0001138156,0.00005319637,0.00004126494,0.0001424812,0.00003264643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008831576,0.00001432888,0.001564085,0.00002807064,0.000003466441,0.00001738893,0.00005020442,0.00005027298,0.9950883,0.00004308512,0.00003909741,0.003013385],"study_design_scores_gemma":[0.00001052267,0.000246194,0.0123088,0.000007191574,0.00002738049,0.0002528287,0.0001574981,0.00219348,0.9834478,0.00009080028,0.00124804,0.000009405298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624138,0.0009459457,0.03206767,0.0001979598,0.00002923,0.00006349262,0.0008336382,0.000343338,0.003104765],"genre_scores_gemma":[0.9458019,0.001434618,0.0462453,0.0001710416,0.00001692139,0.00009011675,0.001564276,0.00006753772,0.004608375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003374219,"threshold_uncertainty_score":0.006709158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170056730760626,"score_gpt":0.1920434949045301,"score_spread":0.1803429275969239,"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."}}