{"id":"W1969432693","doi":"10.1071/ch13012","title":"Critical Review of Water Radiolysis Processes, Dissociation Products, and Possible Impacts on the Local Environment: A Geochemist’s Perspective","year":2013,"lang":"en","type":"article","venue":"Australian Journal of Chemistry","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Radiolysis; Chemistry; Radical; Dissociation (chemistry); Radiation chemistry; Hydroxide; Self-ionization of water; Photochemistry; Hydrogen; Ionizing radiation; Inorganic chemistry; Organic chemistry; Chemical reaction; Irradiation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003319756,0.0001147571,0.0001867251,0.000008903327,0.00005150578,0.00002592628,0.0001426439,0.00005291377,0.005371912],"category_scores_gemma":[0.0004355029,0.00006655243,0.00006188244,0.00008127069,0.0002465487,0.0002506936,0.00001695516,0.0002130412,0.00003125331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002844889,"about_ca_system_score_gemma":0.00002230522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001785093,"about_ca_topic_score_gemma":2.434563e-7,"domain_scores_codex":[0.9989932,0.00003821464,0.000279243,0.0001454789,0.0003688319,0.0001750568],"domain_scores_gemma":[0.9994369,0.00008487906,0.0001332918,0.0001216026,0.0001104502,0.0001128372],"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":[0.00005238599,0.0003876812,0.008967852,0.00295364,0.0002137954,0.00001833285,0.001543628,0.00002391384,0.9669572,0.00003254152,0.01689725,0.001951831],"study_design_scores_gemma":[0.0002139987,0.00005901539,0.008513826,0.0006649178,0.00009231632,0.00006935123,0.000492388,0.000001800044,0.9884505,0.0002578569,0.001077689,0.000106394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456844,0.001597798,0.00006593545,0.04810246,0.00002527273,0.0002161722,0.000009179704,0.000004445429,0.00429439],"genre_scores_gemma":[0.9968919,0.001503948,0.00004566459,0.0001835796,0.00004248908,0.000006376877,0.000001957327,0.000006656957,0.001317407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05120758,"threshold_uncertainty_score":0.9955373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031810988798044,"score_gpt":0.232302696942267,"score_spread":0.2219845870542866,"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."}}