{"id":"W3154153102","doi":"10.2118/115481-ms","title":"Volatile Phosphorus Free Gellants for Hydrocarbon Based Fracturing Systems","year":2008,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refinery; Phosphorus; Oil refinery; Hydrocarbon; Waste management; Environmental science; Distillation; Pulp and paper industry; Chemistry; Environmental engineering; Engineering; Organic chemistry","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":[0.0001661045,0.0002390365,0.0001419492,0.0002902967,0.0001852083,0.0003117771,0.0001579272,0.0002833342,0.001402819],"category_scores_gemma":[0.0003172286,0.0001019223,0.0001500486,0.0001104539,0.0001582062,0.0003096847,0.0002201789,0.0003742379,0.0002403734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277761,"about_ca_system_score_gemma":0.0001857408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004911452,"about_ca_topic_score_gemma":0.001267759,"domain_scores_codex":[0.9998906,0.00002069306,0.000007636241,0.00001168528,0.00005492251,0.0000145087],"domain_scores_gemma":[0.9997877,0.00008118586,0.00004956194,0.000009062505,0.00004227114,0.00003011116],"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":[0.00002090582,0.000008407553,0.00006981644,0.00007216178,0.000002189013,0.00003226376,0.0000149868,0.0004882212,0.9971718,0.0001227469,0.00002283163,0.001973732],"study_design_scores_gemma":[0.000005264224,0.000178451,0.0002102418,0.000005293393,0.000003886889,0.0000250033,0.00001277365,0.001544414,0.9971151,0.00004548017,0.000850566,0.000003515157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840344,0.001749418,0.01191565,0.0001490896,0.00004253161,0.00006260846,0.00008987229,0.0001087865,0.001847542],"genre_scores_gemma":[0.9814922,0.00112838,0.01352823,0.0000393429,0.00001223741,0.00003790446,0.0001328695,0.00003399906,0.003594698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001402819,"threshold_uncertainty_score":0.004692912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389848724182699,"score_gpt":0.2140634921851492,"score_spread":0.2001650049433222,"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."}}