{"id":"W1981276185","doi":"10.1002/cjce.5450830322","title":"Possible On-Line Methods of Removing Oxide Deposits from Inside Steam Generator Tubes","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nuclear chemistry; Autoclave; Oxide; Chemistry; Materials science; Physics; Analytical Chemistry (journal); Metallurgy; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002674002,0.0005089195,0.0004020183,0.0003083939,0.0002400896,0.0003697214,0.0007541577,0.0003385471,0.002023],"category_scores_gemma":[0.0005183812,0.0002713455,0.00029838,0.0001466445,0.000221597,0.000254907,0.0003646484,0.0004752036,0.0005928741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127195,"about_ca_system_score_gemma":0.0002158963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003389332,"about_ca_topic_score_gemma":0.0009955178,"domain_scores_codex":[0.9997142,0.00005507567,0.00001478563,0.00004406183,0.0001288809,0.00004305055],"domain_scores_gemma":[0.9995739,0.0001139556,0.00007735046,0.00009205667,0.0001080489,0.00003472952],"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":[0.00009549917,0.00003540489,0.0003308123,0.00008019496,0.000006921368,0.00005017324,0.00003912231,0.00007037894,0.9916272,0.00005371235,0.00004152085,0.007568943],"study_design_scores_gemma":[0.00000779508,0.0003369492,0.001340785,0.000005262557,0.00001279068,0.0001051612,0.00002103733,0.0004463907,0.9958891,0.00001807198,0.001812313,0.000004359378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334676,0.001260139,0.06129783,0.00009801659,0.00009831964,0.0002475317,0.0001175859,0.0005403231,0.002872554],"genre_scores_gemma":[0.9043597,0.001300021,0.08114536,0.0001537565,0.00005640586,0.0001201803,0.0003386211,0.0002983713,0.01222756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002023,"threshold_uncertainty_score":0.006767631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926634652976757,"score_gpt":0.2168145704417549,"score_spread":0.1975482239119873,"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."}}