{"id":"W2158481880","doi":"10.1139/v02-173","title":"Radiolysis of liquid water: An attempt to reconcile Monte-Carlo calculations with new experimental hydrated electron yield data at early times","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiolysis; Solvated electron; Chemistry; Electron; Thermalisation; Yield (engineering); Monte Carlo method; Atomic physics; Excited state; Molecule; Kinetic energy; Electron transfer; Slowdown; Ion; Physical chemistry; Physics; Aqueous solution; Nuclear physics; Thermodynamics; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008044281,0.0006005401,0.0005101998,0.0003123066,0.0003863903,0.0004991885,0.001259579,0.0005807431,0.0008383128],"category_scores_gemma":[0.003903577,0.0004270925,0.0003861201,0.0003750589,0.000453403,0.001027123,0.0003698913,0.0009104142,0.0001529187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107558,"about_ca_system_score_gemma":0.001148769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005403478,"about_ca_topic_score_gemma":0.004680811,"domain_scores_codex":[0.9998025,0.00005735219,0.0000123228,0.00002260406,0.00007249956,0.00003276161],"domain_scores_gemma":[0.9990284,0.000521081,0.00009017037,0.000156959,0.0001697151,0.00003362378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001210654,0.00008129148,0.002913582,0.00009816797,0.00003001679,0.0001264542,0.0001989488,0.9693662,0.01401274,0.007702115,0.0002352772,0.005114142],"study_design_scores_gemma":[0.00001462215,0.00003320695,0.0002828446,0.000005404156,0.000008613191,0.00001099728,0.00001814986,0.9912207,0.007380484,0.0007039683,0.0003129993,0.000008121828],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8440104,0.0001810533,0.1478662,0.0004622641,0.00006221128,0.000110699,0.0003403258,0.0006853968,0.006281502],"genre_scores_gemma":[0.9687366,0.0001872495,0.02968973,0.00007461076,0.00001030333,0.0001547053,0.0001715799,0.0002458095,0.0007293588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005403478,"threshold_uncertainty_score":0.01074409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392477608519575,"score_gpt":0.2216205979287636,"score_spread":0.1976958218435678,"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."}}