{"id":"W2895599145","doi":"10.7939/r3wh2v","title":"Rheological behavior and nano-microstructure of complex fluids: Biomedical and Bitumen-Heavy oil applications","year":2010,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rheology; Asphalt; Microstructure; Nano-; Materials science; Nanotechnology; Polymer science; Metallurgy; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001728285,0.00008709275,0.0001909552,0.00006411453,0.0001101629,0.00001179567,0.0001874883,0.0001635172,0.001330368],"category_scores_gemma":[0.000008350917,0.00008489322,0.00004635612,0.0001110574,0.0007161805,0.0001482565,0.0001585041,0.0001550785,0.000001484277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002223058,"about_ca_system_score_gemma":0.00003833127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001743041,"about_ca_topic_score_gemma":0.00002510658,"domain_scores_codex":[0.9995082,0.000007471851,0.0001074622,0.0001965678,0.00008077136,0.00009951488],"domain_scores_gemma":[0.9995574,0.00007320665,0.0000806908,0.0001612508,0.00001568608,0.0001117874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003761671,0.0001308385,0.04470549,0.0001693055,0.00004361003,0.000003925098,0.0004011356,8.378422e-8,0.9421354,0.0008200102,0.0006307203,0.01092189],"study_design_scores_gemma":[0.005801404,0.0002039942,0.08016401,0.0002811344,0.00132579,0.0002559738,0.00531191,0.001367941,0.1811773,0.0008977913,0.7218245,0.001388297],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899793,0.0001015417,0.00002013085,0.0004503393,0.000006922014,0.000005205435,0.00003897286,0.00002226198,0.00937533],"genre_scores_gemma":[0.9857054,0.00009734779,0.003150831,0.00002823675,0.00002316643,2.537417e-7,0.0001374107,0.000005903126,0.01085147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7609581,"threshold_uncertainty_score":0.9995825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005872543339358226,"score_gpt":0.1927197887233731,"score_spread":0.1868472453840149,"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."}}