{"id":"W2892430540","doi":"10.1002/aic.16424","title":"Impact of a novel bitumen extraction process on mined oil sands tailings behavior","year":2018,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Natural Resources Canada; Alberta Innovates","keywords":"Tailings; Oil sands; Asphalt; Dewatering; Consolidation (business); Geotechnical engineering; Settling; Extraction (chemistry); Petroleum engineering; Centrifuge; Waste management; Environmental science; Geology; Engineering; Materials science; Chemistry; Environmental engineering; Chromatography; Metallurgy; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002016362,0.0001420336,0.000165992,0.000175112,0.00004898023,0.00003265132,0.0001360738,0.0001065459,0.0001391637],"category_scores_gemma":[0.00005841408,0.0001194282,0.0001168115,0.0001784806,0.00003229366,0.0003046278,0.000007816847,0.0003378591,0.000009610931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178436,"about_ca_system_score_gemma":0.00005188933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001442775,"about_ca_topic_score_gemma":0.000007300187,"domain_scores_codex":[0.9992048,0.000008537208,0.0002751719,0.00009283373,0.0002080701,0.0002105883],"domain_scores_gemma":[0.9994577,0.00003101013,0.000122316,0.0001307464,0.0001732164,0.00008501839],"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":[0.00008042184,0.0002017196,0.002523032,0.00003562478,0.00006924279,0.000006886413,0.0003781504,0.0006780519,0.9617922,0.000003499968,0.001334445,0.03289676],"study_design_scores_gemma":[0.0008829313,0.001366312,0.01932019,0.0003082003,0.00007007796,0.0003511512,0.00005405784,0.004083212,0.9729056,0.00007612332,0.0002819349,0.0003002532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905124,0.00004055484,0.005235939,0.000009215049,0.0002216893,0.00003876081,0.000005399032,0.0001421502,0.003793905],"genre_scores_gemma":[0.9958785,0.00006010416,0.003517465,0.00001052523,0.0002972116,0.00001165716,0.000001573594,0.000035391,0.0001875404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03259651,"threshold_uncertainty_score":0.4870142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593842056817715,"score_gpt":0.3296383953409551,"score_spread":0.313699974772778,"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."}}