{"id":"W2607277259","doi":"10.5006/c2016-07237","title":"Corrosion Assessment of Nickel-based Alloys for SCWR Fuel Cladding Application","year":2016,"lang":"en","type":"article","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Corrosion; Materials science; Cladding (metalworking); Metallurgy; Nickel","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":[0.0005506132,0.0003201484,0.0003216478,0.0007714197,0.0003883777,0.0004114129,0.0005298746,0.0004137125,0.000771831],"category_scores_gemma":[0.0005694776,0.0001797236,0.0003138198,0.0003824496,0.0002147208,0.0002161841,0.0002646846,0.0002321897,0.0003763045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008491445,"about_ca_system_score_gemma":0.0004603952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129209,"about_ca_topic_score_gemma":0.02516755,"domain_scores_codex":[0.9993285,0.00006671541,0.00003254012,0.00005701336,0.0004616167,0.00005370313],"domain_scores_gemma":[0.9993423,0.00002938058,0.00005135178,0.00004205869,0.0005042268,0.00003065802],"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":[0.0002438589,0.00003251175,0.004627334,0.0001595344,0.00001445581,0.00008383584,0.00009439672,0.001146371,0.9858204,0.00009217133,0.0002630138,0.007422024],"study_design_scores_gemma":[0.00000535264,0.0005457777,0.01830741,0.0000189501,0.00003063743,0.00008992785,0.0001775146,0.005153739,0.9721695,0.000025098,0.003466039,0.00001027175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911027,0.001376913,0.002149705,0.00003940905,0.00002781837,0.00005731539,0.0002627103,0.00008836301,0.00489519],"genre_scores_gemma":[0.9938834,0.0004976312,0.002476164,0.00001044836,0.000003612894,0.00001622488,0.0002696023,0.00001883951,0.002824215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01129209,"threshold_uncertainty_score":0.02245277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401617310495286,"score_gpt":0.2861600285987311,"score_spread":0.2621438554937783,"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."}}