{"id":"W4321501619","doi":"10.32920/22141292","title":"Bacterial diversity and production of sulfide in microcosms containing uncompacted bentonites","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nuclear Waste Management Organization; Toronto Metropolitan University; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Nuclear Waste Management Organization; University of Saskatchewan","keywords":"Microcosm; Temperature gradient gel electrophoresis; Sulfide; Microbiology; Desulfovibrio; Chemistry; Biology; Food science; Sulfate; Environmental chemistry; Bacteria; 16S ribosomal RNA; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002215908,0.0004277931,0.0003498646,0.0003520452,0.0002247588,0.0005827334,0.0003048663,0.0003206289,0.0003794148],"category_scores_gemma":[0.0003751159,0.0002233983,0.0002919056,0.0003058658,0.0002941136,0.0003332648,0.0005017706,0.0003722195,0.0001767214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003647601,"about_ca_system_score_gemma":0.0003967552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003714751,"about_ca_topic_score_gemma":0.005604764,"domain_scores_codex":[0.9995479,0.00004960442,0.00003994274,0.0001808391,0.0001110012,0.00007070018],"domain_scores_gemma":[0.9996694,0.00006984835,0.00006813759,0.00001684161,0.00008642098,0.00008933254],"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":[0.0002989499,0.00007529592,0.008610868,0.00004414177,0.00001616194,0.00006746741,0.0001233928,0.00008036456,0.9892915,0.00001587852,0.00002195752,0.00135397],"study_design_scores_gemma":[0.00005214824,0.003686981,0.3192424,0.00002585867,0.0001224266,0.0003896595,0.001100916,0.002465432,0.6715012,0.00006159878,0.001306778,0.00004474513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991699,0.00007136659,0.0001790395,0.00001639453,0.00000746134,0.00001812211,0.0002776938,0.000007671761,0.0002522429],"genre_scores_gemma":[0.9958621,0.0001871657,0.001622357,0.00005205361,0.00001427117,0.00005550476,0.001100044,0.000009952386,0.001096531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003714751,"threshold_uncertainty_score":0.007386208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02730741566673343,"score_gpt":0.2196331270474103,"score_spread":0.1923257113806769,"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."}}