{"id":"W2282827438","doi":"10.1115/1.4031199","title":"Steady-State Radiolysis of Supercritical Water: Model Predictions and Validation","year":2016,"lang":"en","type":"article","venue":"Journal of Nuclear Engineering and Radiation Science","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories; Western University","funders":"","keywords":"Radiolysis; Supercritical fluid; Aqueous solution; Chemistry; Supercritical water oxidation; Radical; Solvent; Radiation chemistry; Materials science; Chemical reaction; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003119282,0.00006627282,0.0001305484,0.0001841247,0.0000478294,0.000041312,0.00007650757,0.0000282967,0.000006863997],"category_scores_gemma":[0.0002026256,0.00003975745,0.00002441704,0.0001212541,0.0001532445,0.0006419561,0.00001643741,0.00006708177,0.00000117689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002628238,"about_ca_system_score_gemma":0.00001303103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.933733e-7,"about_ca_topic_score_gemma":3.455448e-8,"domain_scores_codex":[0.9992917,0.000006114458,0.0002706898,0.00007791294,0.0002038923,0.0001496958],"domain_scores_gemma":[0.9995942,0.00007055725,0.000003960785,0.00005112554,0.0001263802,0.0001538005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005583692,0.00001383779,0.0001493029,0.0000810191,0.00001335379,0.000001724364,0.0007967721,0.07255519,0.9216525,0.001839837,0.00001954865,0.002871347],"study_design_scores_gemma":[0.0003580176,0.00009526861,0.0014855,0.0001037633,0.00003275716,0.0001188014,0.000100946,0.8413934,0.1552661,0.0007124484,0.0001984188,0.0001345392],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659246,0.0001422126,0.03335104,0.0003481795,0.0001384768,0.0000192115,0.000005157964,0.00002907418,0.00004210286],"genre_scores_gemma":[0.9981433,0.0003957048,0.001400904,0.00001001192,0.00003708016,4.518135e-7,1.26642e-7,0.000009008009,0.000003456013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7688382,"threshold_uncertainty_score":0.1621262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008018065359777178,"score_gpt":0.2068410934790335,"score_spread":0.1988230281192564,"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."}}