{"id":"W4249576278","doi":"10.22215/etd/2014-10344","title":"Corrosion Performance of Candidate Materials for Canadian Gen IV Supercritical Water Cooled Reactor","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supercritical fluid; Corrosion; Materials science; Superheated steam; Microstructure; Metallurgy; Superheating; Chromium; Oxide; Alloy; Pressurized water reactor; Nuclear engineering; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001819203,0.0002988039,0.0002523683,0.0005195413,0.0004535591,0.0003632535,0.0004342977,0.000284268,0.001181885],"category_scores_gemma":[0.0002829787,0.0001785447,0.0002636915,0.0004486551,0.0001579299,0.0001692595,0.0001786595,0.0002704263,0.0003984962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001432093,"about_ca_system_score_gemma":0.001067539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04336771,"about_ca_topic_score_gemma":0.1470128,"domain_scores_codex":[0.9997148,0.000007625076,0.000007513263,0.00002569037,0.0002011967,0.0000431733],"domain_scores_gemma":[0.9997901,0.00000735391,0.00001936153,0.000008144773,0.0001530377,0.00002201179],"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":[0.0001723193,0.00002343666,0.001389766,0.0001786433,0.0000127275,0.00007563144,0.0001112099,0.0004982731,0.9911842,0.0001488096,0.0004914572,0.005713553],"study_design_scores_gemma":[0.000006256522,0.0004144263,0.01351712,0.00002123082,0.00003148401,0.00007025055,0.0002284188,0.0008837634,0.9784339,0.00001785383,0.006362047,0.00001307609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925459,0.001105056,0.0004253174,0.00004414858,0.00001979851,0.00002975968,0.0002101155,0.00002524725,0.005594649],"genre_scores_gemma":[0.9836057,0.001329812,0.001535184,0.00002360622,0.0000038844,0.00002009664,0.0005058756,0.00002097071,0.01295474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9566323,"threshold_uncertainty_score":0.08623058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006502736348808554,"score_gpt":0.2239423820401373,"score_spread":0.2174396456913287,"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."}}