{"id":"W4322749871","doi":"10.1016/b978-0-12-820588-4.09986-2","title":"Comparison of thermophysical properties of reactor coolants","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Nuclear engineering; Coolant; Materials science; Thermodynamics; Environmental science; Engineering; Physics","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":[0.00007093525,0.00028041,0.0008698652,0.00008182942,0.00001363708,0.000006587899,0.0001902172,0.0002665826,0.00005210106],"category_scores_gemma":[0.00001067905,0.0002333659,0.0002226434,0.00001250039,0.0001614702,0.00002105983,0.00002698026,0.0003727658,0.00009581898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002172783,"about_ca_system_score_gemma":0.00003284407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.062521e-7,"about_ca_topic_score_gemma":0.000004940629,"domain_scores_codex":[0.998751,0.00001275395,0.00056097,0.0001680008,0.0002978032,0.0002094168],"domain_scores_gemma":[0.9994701,0.00005963505,0.000004240287,0.0003064254,0.00007375147,0.00008581088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004095666,0.00003944528,0.00002948401,0.003368953,0.0004623333,0.00001535352,0.001795688,0.000006208807,0.3494021,0.02720687,0.0001509628,0.6174816],"study_design_scores_gemma":[0.001161358,0.0006453264,0.0003573247,0.0100606,0.000857209,0.000008928448,0.0001455878,0.001454332,0.7639639,0.008571555,0.2104227,0.002351176],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01282935,0.0007640558,0.00001603365,0.000006296631,0.0002638266,0.0002640803,0.0001019632,0.0001792367,0.9855751],"genre_scores_gemma":[0.8556163,0.0000786266,0.00001560555,0.000008236553,0.0001104241,0.00001222597,0.00001081575,0.0001289581,0.1440188],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.842787,"threshold_uncertainty_score":0.9516385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04693024422914423,"score_gpt":0.260764210711915,"score_spread":0.2138339664827708,"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."}}