{"id":"W2582138575","doi":"","title":"PREDICTION OF RATE CONSTANTS OF IMPORTANT REACTIONS IN WATER RADIATION CHEMISTRY IN SUB- AND SUPERCRITICAL WATER: EQUILIBRIUM REACTIONS","year":2016,"lang":"en","type":"article","venue":"CNL Nuclear Review","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supercritical fluid; Radiolysis; Chemistry; Reaction rate constant; Thermodynamics; Equilibrium constant; Chemical reaction; Yield (engineering); Reaction rate; Chemical kinetics; Cage effect; Physical chemistry; Kinetics; Aqueous solution; Organic chemistry; Catalysis; Molecule","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000325046,0.0001150288,0.000333378,0.00005309375,0.0000128394,0.000006901509,0.00005859531,0.00008594091,0.0003430636],"category_scores_gemma":[0.0002236118,0.00006968965,0.00004531266,0.00009928201,0.0001440102,0.000258689,0.00002703017,0.0001155038,0.00002071481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004113794,"about_ca_system_score_gemma":0.00000800205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001506699,"about_ca_topic_score_gemma":0.000002523019,"domain_scores_codex":[0.9987641,0.00004406541,0.0006934061,0.0001619824,0.00009196583,0.0002445118],"domain_scores_gemma":[0.9996268,0.00008744522,0.000003844089,0.0001447623,0.00005631451,0.00008086699],"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":[0.000008483489,0.00004797857,0.0008715921,0.005348985,0.000007668689,0.000005699188,0.00004525789,0.000001149499,0.9924273,0.0002202973,0.00005614902,0.0009594621],"study_design_scores_gemma":[0.0006238696,0.00004269486,0.002285046,0.006110252,0.00005171226,0.00005571887,0.00005064773,0.0004042251,0.9764013,0.0008719782,0.01289965,0.0002028848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919335,0.006053938,0.00001993359,0.0009926249,0.00006565536,0.0001704388,0.00004335514,0.00004558902,0.0006749601],"genre_scores_gemma":[0.9567966,0.04307789,0.00001810921,0.00003201798,0.00001797733,0.00001364604,0.00001433472,0.00002049444,0.00000893811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03702395,"threshold_uncertainty_score":0.3756305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563438424583442,"score_gpt":0.2198987016167506,"score_spread":0.2042643173709162,"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."}}