{"id":"W2237961774","doi":"10.1080/00223131.2014.973460","title":"Determining water chemistry conditions in nuclear reactor coolants","year":2014,"lang":"en","type":"article","venue":"Journal of Nuclear Science and Technology","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Japan Atomic Energy Agency; International Atomic Energy Agency; CANDU Owners Group; University of Lethbridge","keywords":"Coolant; Nuclear engineering; Water chemistry; Nuclear reactor; Chemistry; Radiochemistry; Environmental science; Environmental chemistry; Nuclear physics; Physics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005684559,0.000382029,0.0003235302,0.0005390245,0.0007556921,0.0006919377,0.0004258881,0.0005023269,0.003071805],"category_scores_gemma":[0.001335061,0.000352616,0.0002289479,0.0003164146,0.0005433044,0.001004132,0.0004103827,0.0009300342,0.0009213656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000544834,"about_ca_system_score_gemma":0.0004015798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567986,"about_ca_topic_score_gemma":0.00454889,"domain_scores_codex":[0.9995276,0.00006326332,0.00002476119,0.0001256259,0.0001615308,0.00009723729],"domain_scores_gemma":[0.9995587,0.0002261904,0.00005263889,0.00002106533,0.0001165817,0.00002473793],"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":[0.0002080214,0.00002925061,0.00137438,0.0001773211,0.00000718624,0.00006017349,0.0001825898,0.0006827331,0.9900434,0.0003928982,0.0003550814,0.00648683],"study_design_scores_gemma":[0.000007072154,0.0001482662,0.00205341,0.00002045274,0.000007621602,0.00002029541,0.0001224087,0.00117166,0.9928817,0.0001698464,0.003385511,0.00001187158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611896,0.003944273,0.02199229,0.0002419363,0.0001699597,0.0002926888,0.001479631,0.0002952115,0.01039445],"genre_scores_gemma":[0.9829105,0.002261371,0.01087499,0.0001206266,0.00003390562,0.0001625383,0.0007886856,0.0001449152,0.002702534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003071805,"threshold_uncertainty_score":0.01027626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00863463503084896,"score_gpt":0.2211605646491202,"score_spread":0.2125259296182712,"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."}}