{"id":"W3092762019","doi":"10.1139/cjm-2021-0225","title":"Microbiology of barrier component analogues of a deep geological repository","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nuclear Waste Management Organization; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Nuclear Waste Management Organization; University of Waterloo; McMaster University","keywords":"Bentonite; Microorganism; Actinobacteria; Spent nuclear fuel; 16S ribosomal RNA; Biology; Chemistry; Geology; Bacteria; Paleontology; Nuclear chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0001184402,0.000358139,0.000283902,0.0005652851,0.0004552605,0.0007524933,0.0003235892,0.0003014329,0.0003208383],"category_scores_gemma":[0.0002683715,0.000230088,0.0001528396,0.0008989525,0.0004082766,0.0002443698,0.0005351535,0.0002719487,0.0001272729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006480974,"about_ca_system_score_gemma":0.0006630329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03318143,"about_ca_topic_score_gemma":0.06886102,"domain_scores_codex":[0.9997849,0.00001322366,0.0000177735,0.0000566359,0.00008611337,0.00004134556],"domain_scores_gemma":[0.9998159,0.0000180481,0.00004553812,0.00000962858,0.00006506346,0.00004580852],"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":[0.0001714184,0.00004373422,0.1323898,0.0001075723,0.00002724256,0.0005558777,0.001320399,0.0004108452,0.8596113,0.0001135689,0.00004754536,0.005200641],"study_design_scores_gemma":[0.00002637004,0.0007105206,0.8212667,0.00003948078,0.00009812977,0.001583656,0.006621948,0.001430182,0.1644093,0.00008949015,0.003680161,0.00004404895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994482,0.00004675303,0.0001089795,0.000005872009,0.000001059301,0.000007925213,0.00008199296,0.000002692849,0.0002963962],"genre_scores_gemma":[0.9978009,0.0002269943,0.001036427,0.00001893171,0.000002992944,0.00001546859,0.0003111635,0.000004036097,0.0005831179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03318143,"threshold_uncertainty_score":0.06597656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008548401224433877,"score_gpt":0.1908364421901814,"score_spread":0.1822880409657475,"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."}}