{"id":"W2739636127","doi":"10.11575/prism/24733","title":"Aerobic Hydrocarbon-degrading Microbial Communities in Oilsands Tailings Ponds","year":2016,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tailings; Hydrocarbon; Environmental science; Environmental chemistry; Ecology; Environmental engineering; Chemistry; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001211778,0.0003568128,0.0003487244,0.0005125856,0.0003706754,0.0006414255,0.000156739,0.000253047,0.0004142338],"category_scores_gemma":[0.000170943,0.0001543744,0.0002588338,0.0004950655,0.0003158952,0.0002895451,0.0004697118,0.0002480051,0.0001301778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565315,"about_ca_system_score_gemma":0.0005750423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007352746,"about_ca_topic_score_gemma":0.008159826,"domain_scores_codex":[0.9998042,0.00001131013,0.00001499072,0.00006942865,0.00005528249,0.00004472611],"domain_scores_gemma":[0.9999026,0.00001390532,0.00002543545,0.000003731702,0.0000276606,0.00002666141],"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":[0.0003225005,0.0001153022,0.06855138,0.0001036253,0.00002206383,0.000343544,0.001107071,0.0002890824,0.9208189,0.00005406765,0.00004925785,0.008223225],"study_design_scores_gemma":[0.00002898807,0.001314607,0.7391368,0.00003919984,0.00009464112,0.0004115682,0.005136312,0.002136788,0.249602,0.0001821363,0.001872428,0.00004454587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996092,0.0000291137,0.00006609596,0.00000501063,0.000001209902,0.000006016679,0.0001197259,0.000003180725,0.000160512],"genre_scores_gemma":[0.9981364,0.0001326929,0.000439213,0.00001717959,0.000003394205,0.00001685391,0.0003680585,0.000002036887,0.0008840155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9926472,"threshold_uncertainty_score":0.01461989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007720424778914888,"score_gpt":0.1886812180910029,"score_spread":0.180960793312088,"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."}}