{"id":"W3201315227","doi":"10.1007/s13202-021-01293-0","title":"Enhanced aquathermolysis of extra-heavy oil by application of transition metal oxides submicro-particles in relation to steam injection processes","year":2021,"lang":"en","type":"article","venue":"Journal of Petroleum Exploration and Production Technology","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"Northeast Petroleum University; National Natural Science Foundation of China","keywords":"Asphaltene; Catalysis; Transition metal; Fourier transform infrared spectroscopy; Viscosity; Chemistry; Chemical engineering; Analytical Chemistry (journal); Materials science; Organic chemistry; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003669653,0.0001214023,0.0003616793,0.000581435,0.000056536,0.00001496684,0.00007943351,0.000163053,0.00001453171],"category_scores_gemma":[0.0003411135,0.0001220706,0.00006589683,0.001193564,0.00007638153,0.0005364183,0.00001118205,0.0002050635,8.66031e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006630499,"about_ca_system_score_gemma":0.0001020222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001394924,"about_ca_topic_score_gemma":0.00006239257,"domain_scores_codex":[0.998542,0.00004463308,0.0008124301,0.0002509675,0.0002348474,0.0001151254],"domain_scores_gemma":[0.9983327,0.0000233744,0.0007788517,0.0001621317,0.000665784,0.00003709167],"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":[0.000188283,0.0002428087,0.000246911,0.0002321651,0.00004359067,6.398234e-7,0.0006619942,0.003000527,0.8603947,0.00003126638,0.000008725097,0.1349485],"study_design_scores_gemma":[0.000433771,0.0001546283,0.00006066817,0.0001377676,0.0001104022,0.00005099606,0.003877891,0.0006367305,0.9934101,0.000833855,0.0001940478,0.00009914281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549935,0.001889431,0.03976828,0.003202969,0.00004065784,0.00001134767,0.000004536491,0.00002862327,0.00006063146],"genre_scores_gemma":[0.9975258,0.001109946,0.001032197,0.00001044492,0.0000598576,0.00002113911,0.00001727684,0.00001163934,0.0002117761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1348493,"threshold_uncertainty_score":0.4977896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009798638291362242,"score_gpt":0.2367482454601854,"score_spread":0.2269496071688232,"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."}}