{"id":"W2025707311","doi":"10.1007/s11661-013-1803-y","title":"Hot Corrosion of Inconel 625 Overlay Weld Cladding in Smelting Off-Gas Environment","year":2013,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Corrosion; Metallurgy; Welding; High-temperature corrosion; Cladding (metalworking); Alloy; Inconel 625; Pitting corrosion; Composite material","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001093327,0.0001490775,0.0003016378,0.00006632371,0.0000481205,0.00005261378,0.00006318073,0.0001008618,0.003055981],"category_scores_gemma":[0.000003260455,0.0001294952,0.00004178609,0.00005482493,0.00007624117,0.0001870765,0.0000124501,0.0001000024,0.00002940295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003296562,"about_ca_system_score_gemma":0.000004067144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002301821,"about_ca_topic_score_gemma":0.00001960001,"domain_scores_codex":[0.9991451,0.00003339522,0.0003723802,0.0001612901,0.00009475544,0.0001931065],"domain_scores_gemma":[0.9997742,0.00002484935,0.00003547939,0.0001022822,0.000008730134,0.00005441597],"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":[0.00001661213,0.0000232385,0.000007660664,0.0000918709,0.00001798092,0.000003231349,0.0002640786,0.004729562,0.9916129,0.00001922799,0.000006515053,0.003207084],"study_design_scores_gemma":[0.001099093,0.00008699725,0.006185657,0.0001639085,0.00008126663,0.0000989072,0.0003400159,0.01282287,0.9743993,0.000232543,0.003994145,0.0004953308],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808917,0.0003509937,0.0180911,0.00003658266,0.0002116428,0.0002243691,0.00001843845,0.00005849457,0.0001166698],"genre_scores_gemma":[0.9977505,0.0004827215,0.00152058,0.00001043899,0.00002047396,0.00005454535,0.000005069888,0.00002302327,0.0001327148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01721367,"threshold_uncertainty_score":0.9978554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005603678703030784,"score_gpt":0.1626757457138868,"score_spread":0.1570720670108561,"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."}}