{"id":"W2894337248","doi":"10.11575/prism/33068","title":"Emulsion Injection for Enhancing the Fast-and Uniform SAGD Start-up Process","year":2018,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs","keywords":"Emulsion; Process (computing); Petroleum engineering; Process engineering; Materials science; Engineering; Computer science; Chemical engineering; Operating system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002027945,0.0004026358,0.0002825535,0.0003868924,0.00009795349,0.0002678595,0.0002800966,0.0002641774,0.0008067068],"category_scores_gemma":[0.000219988,0.0001597956,0.0003510254,0.0002504395,0.0001495327,0.0005620522,0.0003231671,0.0004609876,0.0002840951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002350986,"about_ca_system_score_gemma":0.0002066369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003235654,"about_ca_topic_score_gemma":0.0004300833,"domain_scores_codex":[0.9998775,0.00001253576,0.000009982018,0.00002952763,0.00005167821,0.00001868261],"domain_scores_gemma":[0.999909,0.00001792405,0.00002982739,0.000005613783,0.00002527322,0.00001229146],"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":[0.00004894761,0.00003259724,0.0001366011,0.0001105517,0.000004657481,0.00007437847,0.00001438817,0.0003109916,0.9917515,0.00039172,0.0000714483,0.007052332],"study_design_scores_gemma":[0.00001098304,0.000241516,0.0003452649,0.00000546222,0.00001571178,0.00005470073,0.00000547704,0.004593884,0.992758,0.00007117516,0.001891367,0.00000644503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6900713,0.00686742,0.2966557,0.0001887922,0.0001783308,0.0002409284,0.0002298556,0.001410263,0.004157413],"genre_scores_gemma":[0.9364179,0.003112634,0.05778855,0.00007098648,0.00003556506,0.00006929488,0.0001479921,0.00007413674,0.002282903],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0008067068,"threshold_uncertainty_score":0.00269872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005990025788851871,"score_gpt":0.2113925442871862,"score_spread":0.2054025184983343,"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."}}