{"id":"W2996666311","doi":"10.1016/j.fuel.2019.116832","title":"Stabilization mechanism of fly ash three-phase foam and its sealing capacity on fractured reservoirs","year":2019,"lang":"en","type":"article","venue":"Fuel","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Shandong Province","keywords":"Fly ash; Materials science; Adsorption; Composite material; Viscoelasticity; Phase (matter); Rheology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001473755,0.0001609805,0.0001431224,0.000362917,0.0002841574,0.00021538,0.0003919549,0.0003216582,0.001422382],"category_scores_gemma":[0.0004118685,0.0001208917,0.0001867259,0.0001614468,0.0003841379,0.0004790777,0.0001823878,0.0002203778,0.0001250713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003012392,"about_ca_system_score_gemma":0.0001318115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333268,"about_ca_topic_score_gemma":0.0005758667,"domain_scores_codex":[0.9999062,0.000008876887,0.000003482052,0.00002498009,0.00002450001,0.0000319149],"domain_scores_gemma":[0.9998535,0.00005043733,0.00003361992,0.00001680921,0.00003443889,0.00001115589],"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":[0.0005236686,0.00003633576,0.001722731,0.0001326315,0.00001351855,0.0002714625,0.0002026474,0.004102566,0.9821097,0.002964632,0.0001799587,0.007740166],"study_design_scores_gemma":[0.000005987401,0.0001213058,0.003106598,0.000005604393,0.00001062143,0.00007903735,0.00007559662,0.01873753,0.9769982,0.0003514196,0.000491901,0.00001625795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983256,0.0002493003,0.001015228,0.00001598971,0.000003511034,0.000002923209,0.00003878253,0.00001895032,0.0003295321],"genre_scores_gemma":[0.9996383,0.00004278767,0.0001285921,0.000001246432,8.932166e-7,0.000001341211,0.00001961894,0.000001476835,0.0001657981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001422382,"threshold_uncertainty_score":0.004758298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03481722787292791,"score_gpt":0.2799368249701623,"score_spread":0.2451195970972344,"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."}}