{"id":"W4246195416","doi":"10.1520/stp37525s","title":"Inhibitors for Reducing Hydrogen Ingress During Corrosion of Zirconium Alloys","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Zirconium; Corrosion; Materials science; Zirconium alloy; Metallurgy; Hydrogen; Chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001544681,0.0005069441,0.0004022092,0.0002906143,0.0001239572,0.000193154,0.000375648,0.0002379475,0.0006577295],"category_scores_gemma":[0.0002663222,0.0001929048,0.0004319919,0.0001499803,0.0001108872,0.0001199365,0.0001630998,0.0003432157,0.0001602739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730534,"about_ca_system_score_gemma":0.0002204472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158283,"about_ca_topic_score_gemma":0.002197772,"domain_scores_codex":[0.999811,0.00003491911,0.0000152815,0.00003118211,0.0000696958,0.00003798293],"domain_scores_gemma":[0.999854,0.00003168053,0.00004530809,0.00000763187,0.00004479553,0.00001653767],"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":[0.0001555831,0.00005536288,0.0001611598,0.0002314965,0.00001630854,0.00003297266,0.00001514997,0.0001720272,0.9954104,0.00004410228,0.00004840086,0.003657076],"study_design_scores_gemma":[0.00001073518,0.0006932805,0.0009315826,0.00001116022,0.00003659153,0.00004248105,0.00001152234,0.0003861708,0.9963862,0.000007610712,0.001479552,0.000003212397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778136,0.01343019,0.005857458,0.00008453397,0.0000919369,0.000123569,0.0003074616,0.0001328109,0.002158558],"genre_scores_gemma":[0.9853662,0.006349564,0.005217734,0.00003534071,0.00002896863,0.00005082548,0.0003653681,0.00002162168,0.002564218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001158283,"threshold_uncertainty_score":0.002303123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937052798383769,"score_gpt":0.2214104369206264,"score_spread":0.2020399089367887,"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."}}