{"id":"W2233316198","doi":"10.5006/1957","title":"A Review of Oxidation Phenomena in Ni Alloys Exposed to Hydrogenated Steam Below 500°C","year":2016,"lang":"en","type":"review","venue":"CORROSION","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Metallurgy; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004534061,0.0005204089,0.00169905,0.000413193,0.00002874272,0.00001604069,0.0004239533,0.0003658362,0.0001143841],"category_scores_gemma":[0.0001736136,0.0004087992,0.0002428377,0.000932428,0.00001791615,0.00009956488,0.00009916862,0.0003650317,0.0002916086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645682,"about_ca_system_score_gemma":0.0000999714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003561697,"about_ca_topic_score_gemma":0.000009254837,"domain_scores_codex":[0.9976003,0.0001706186,0.001161005,0.0004339573,0.0002913537,0.0003428323],"domain_scores_gemma":[0.9987321,0.00009388088,0.0002464768,0.0006959958,0.00009500932,0.0001365058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004227988,0.00007712116,0.000005606701,0.1646608,0.00001127682,0.00001438247,0.0001634592,0.00002563182,0.1317975,0.00001156245,0.006133611,0.6970948],"study_design_scores_gemma":[0.0001523877,0.00004865,0.000001520022,0.3559749,0.0001294546,0.00000549883,0.000001701773,0.000003247359,0.002975777,7.046749e-7,0.6403121,0.0003940432],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004525328,0.996483,0.0001900581,0.000008461573,0.0006987471,0.001786979,0.00005152883,0.0002220873,0.00010666],"genre_scores_gemma":[0.0003171381,0.998446,0.0001652745,0.00004096994,0.000114685,0.0002919866,0.0002956165,0.0001515806,0.000176765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6967008,"threshold_uncertainty_score":0.9998364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718460581993273,"score_gpt":0.2882813287416786,"score_spread":0.2610967229217459,"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."}}