{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001936412,0.0001974498,0.0004742028,0.00003064892,0.00007647344,0.0000419955,0.00006392353,0.00009092322,0.0007863421],"category_scores_gemma":[0.00002231918,0.0001536315,0.00003833452,0.0001336701,0.00005637374,0.0002764835,0.000007237652,0.00007657332,0.000004902324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000190783,"about_ca_system_score_gemma":0.000005611153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009334133,"about_ca_topic_score_gemma":0.000001119164,"domain_scores_codex":[0.9990218,0.000100341,0.000386915,0.0002115807,0.0001237767,0.0001555408],"domain_scores_gemma":[0.9994661,0.0001512859,0.0001460195,0.0001265934,0.00007170033,0.0000383156],"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":[0.0002201402,0.00002492213,0.000002208143,0.0006000512,0.00005853126,9.376644e-7,0.0001086305,0.002787914,0.9954762,0.00009665385,0.000001165183,0.000622618],"study_design_scores_gemma":[0.0006775843,0.0002638038,0.0006612362,0.0002337947,0.00006328618,0.00001364243,0.00003404889,0.0005671996,0.9972043,0.00008456599,0.0000420576,0.0001545017],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904475,0.00003980978,0.008339609,0.00001189828,0.0001036076,0.0006455035,0.0001669942,0.000187172,0.00005788726],"genre_scores_gemma":[0.9988399,0.0001400415,0.0007247042,0.000004707803,0.00002181231,0.0001147154,0.00005565864,0.00003545122,0.00006301585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008392374,"threshold_uncertainty_score":0.8609895,"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."}}