{"id":"W1985338855","doi":"10.3389/fmicb.2014.00106","title":"Microbially-accelerated consolidation of oil sands tailings. Pathway I: changes in porewater chemistry","year":2014,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Helmholtz-Alberta Initiative; Alberta Innovates; University of Alberta; Natural Sciences and Engineering Research Council of Canada; Syncrude; Genome Canada","keywords":"Tailings; Oil sands; Chemistry; Environmental chemistry; Consolidation (business); Leaching (pedology); Geology; Soil water; Soil science; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002028269,0.0001386759,0.0003555763,0.000216491,0.00001300003,0.000008515439,0.0001486427,0.0002257353,0.00009220633],"category_scores_gemma":[0.00002413837,0.0001340999,0.0000412893,0.0002823535,0.0000790245,0.00004099809,0.00002379581,0.0001589473,0.000005823909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006090588,"about_ca_system_score_gemma":0.00001669321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002882711,"about_ca_topic_score_gemma":0.000243932,"domain_scores_codex":[0.999172,0.000063908,0.0003249249,0.0001824555,0.00002488595,0.0002318023],"domain_scores_gemma":[0.9997171,0.00001136513,0.00005456038,0.0001557954,0.0000320395,0.00002919189],"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":[0.0000154194,0.00002089972,0.002483464,0.00007498558,0.00002914656,0.00000217473,0.000334326,0.006826969,0.9876264,0.000002130158,0.001288662,0.00129538],"study_design_scores_gemma":[0.0007616616,0.0000161429,0.00007292504,0.00004036081,0.000007883469,0.000004217708,0.0001770461,0.02054932,0.9649734,0.0000276817,0.01317517,0.0001942265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953509,0.0002963404,0.002354187,0.0001381495,0.0003625582,0.00004721598,0.00001660563,0.00005156663,0.001382451],"genre_scores_gemma":[0.9979068,0.0002247968,0.001143307,0.00006296745,0.00003769076,0.0000121815,0.0003277276,0.00001794975,0.000266551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02265308,"threshold_uncertainty_score":0.5468435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006565225749264545,"score_gpt":0.1889340488140821,"score_spread":0.1823688230648175,"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."}}