{"id":"W2315010684","doi":"10.2118/170737-ms","title":"Environmentally Friendly Fracturing Fluid as Utilized in a Western Canada Sedimentary Basin Case Study","year":2014,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ARC Resources (Canada)","funders":"European Commission; Transport Canada","keywords":"Environmentally friendly; Hydraulic fracturing; Process (computing); SAFER; Fossil fuel; Environmental impact assessment; Hydraulic fluid; Risk analysis (engineering); Business; Environmental resource management; Environmental science; Environmental planning; Engineering; Computer science; Petroleum engineering; Hydraulic machinery; Waste management; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005693145,0.0004517156,0.0002947907,0.002703614,0.007010262,0.002107475,0.001672479,0.001273426,0.003150508],"category_scores_gemma":[0.001085426,0.0001953032,0.0002961688,0.003842909,0.001910533,0.0004920255,0.001044921,0.0005966455,0.0002255249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02570911,"about_ca_system_score_gemma":0.02039743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9437025,"about_ca_topic_score_gemma":0.9826877,"domain_scores_codex":[0.9992273,0.0001170336,0.00002715206,0.00004754295,0.0003484072,0.0002325554],"domain_scores_gemma":[0.9992495,0.0001447882,0.00004703557,0.00003425152,0.0003542684,0.0001701117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001089997,0.002848379,0.3550374,0.001337102,0.0002882482,0.186505,0.06128325,0.1277491,0.02159168,0.04188433,0.01965044,0.1807352],"study_design_scores_gemma":[0.000209415,0.0009602424,0.2851444,0.0008744778,0.0002896429,0.008123195,0.426573,0.07735404,0.02198333,0.00522132,0.1729275,0.0003395294],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779665,0.0002273896,0.001056123,0.0004879504,0.00001244575,0.000251434,0.00052195,0.00003127289,0.01944488],"genre_scores_gemma":[0.9872657,0.000446489,0.002955544,0.00007526466,0.000003482785,0.00004635435,0.0002395762,0.00001547402,0.008952107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05629754,"threshold_uncertainty_score":0.1865336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007275881665680833,"score_gpt":0.211702884983207,"score_spread":0.2044270033175262,"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."}}