{"id":"W3095914852","doi":"10.5006/c2020-15020","title":"Baseline Distribution and Diversity of MIC-Relevant Microorganisms in Compacted Bentonites after Incubation for 1 Year","year":2020,"lang":"en","type":"article","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lallemand (Canada); Nuclear Waste Management Organization; Toronto Metropolitan University; University of Saskatchewan","funders":"","keywords":"Baseline (sea); Incubation; Microorganism; Environmental science; Geology; Metallurgy; Environmental chemistry; Materials science; Chemistry; Bacteria; Oceanography; Biochemistry","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":[0.0001815983,0.0003536158,0.0003634847,0.0004375012,0.0002070091,0.0005223625,0.0001901876,0.0003669537,0.0008063879],"category_scores_gemma":[0.0004065685,0.0001416466,0.0002116705,0.00033914,0.0001802662,0.0003040553,0.0003325764,0.0002255645,0.0002380959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900989,"about_ca_system_score_gemma":0.0000928833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003301473,"about_ca_topic_score_gemma":0.00342418,"domain_scores_codex":[0.9997045,0.00003130578,0.00003100633,0.0001121238,0.00006702384,0.0000540591],"domain_scores_gemma":[0.9995505,0.00004866859,0.0001211928,0.00003347455,0.0001661886,0.00007989953],"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":[0.0005145167,0.0001214822,0.04205324,0.00005069189,0.00002581778,0.00007833124,0.0001638953,0.000146956,0.9532682,0.00001905961,0.00003535137,0.003522467],"study_design_scores_gemma":[0.00001145559,0.00175276,0.847886,0.00001260824,0.00005298278,0.0001574859,0.0004913489,0.0009930857,0.1479291,0.0000196127,0.000677258,0.00001639013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990441,0.0001017116,0.0001326665,0.000003671387,0.00000186834,0.000008192631,0.0004907883,0.000004883839,0.0002119499],"genre_scores_gemma":[0.9972336,0.00008485668,0.000333821,0.000009592809,0.000004132428,0.00002304685,0.001584218,0.000004338817,0.0007224103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003301473,"threshold_uncertainty_score":0.006564498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007190575403795844,"score_gpt":0.1705744983646843,"score_spread":0.1633839229608885,"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."}}