{"id":"W2927509114","doi":"10.1007/s11661-019-05202-3","title":"Effect of Sn Addition, Process Atmosphere pO2, and Annealing Time on the Selective Oxidation of a C-2Mn-1.7Si (Wt Pct) Advanced High-Strength Steel During Continuous Galvanizing","year":2019,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dew point; Annealing (glass); Galvanization; Materials science; Alloy; Metallurgy; Atmosphere (unit); Internal oxidation; Composite material; Thermodynamics; Layer (electronics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002346825,0.0004003929,0.0002676935,0.0001727754,0.0001763063,0.0003592041,0.0003323089,0.0003541224,0.001886749],"category_scores_gemma":[0.0005145153,0.0002508977,0.0001900154,0.0002099007,0.000219071,0.0003694434,0.0001433649,0.0003256491,0.000298888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220298,"about_ca_system_score_gemma":0.0002168536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360209,"about_ca_topic_score_gemma":0.00346629,"domain_scores_codex":[0.999838,0.00002305624,0.00001837154,0.00005446974,0.00002656818,0.00003954056],"domain_scores_gemma":[0.9996866,0.0001466663,0.00004515369,0.00002756996,0.00006079907,0.00003325065],"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":[0.001574994,0.00006192368,0.0007573281,0.0001168105,0.00002836328,0.0001493112,0.0001145216,0.000293714,0.992337,0.00005726426,0.000157805,0.004350938],"study_design_scores_gemma":[0.00002311447,0.0004970838,0.005186758,0.000007080872,0.00004051113,0.00006887602,0.00006239906,0.001009109,0.9923304,0.00001442766,0.000751014,0.000009329972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983032,0.000533885,0.0002952049,0.00003541004,0.00003283325,0.000006091383,0.0001254238,0.00003302153,0.0006349889],"genre_scores_gemma":[0.9983417,0.0003152641,0.0003773567,0.00002192375,0.000009956634,0.000004625463,0.0001130303,0.00001753925,0.0007987258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001886749,"threshold_uncertainty_score":0.006311834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001693925433773918,"score_gpt":0.1825521142602103,"score_spread":0.1808581888264364,"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."}}