{"id":"W1990737515","doi":"10.1007/s11661-008-9552-z","title":"Morphology and Kinetics of Interfacial Layer Formation during Continuous Hot-Dip Galvanizing and Galvannealing","year":2008,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Nucleation; Galvanization; Layer (electronics); Microstructure; Materials science; Kinetics; Chemical engineering; Morphology (biology); Diffusion; Substrate (aquarium); Chemical kinetics; Crystallography; Metallurgy; Chemistry; Composite material; Thermodynamics; Organic chemistry","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":[0.0001312012,0.0001171418,0.0002909149,0.00006514422,0.0001570001,0.00005696653,0.00003306568,0.00008453205,0.000701731],"category_scores_gemma":[0.000008480377,0.0001064161,0.00002836977,0.00004878963,0.0002002128,0.0002691992,0.00001965951,0.0000533169,0.00000420522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008108589,"about_ca_system_score_gemma":0.000003621626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007378423,"about_ca_topic_score_gemma":0.00001239145,"domain_scores_codex":[0.9991091,0.00006383422,0.0003654447,0.000202696,0.0001006449,0.0001582445],"domain_scores_gemma":[0.9996978,0.00002384723,0.00009236146,0.00007000279,0.00004499126,0.00007101978],"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":[0.0001096273,0.0000488707,0.000007177593,0.00005890193,0.000001625278,0.00001265487,0.0003586106,0.00001605675,0.9991717,0.00002446925,0.000002420166,0.0001878232],"study_design_scores_gemma":[0.0006789751,0.000129405,0.002625929,0.00004012079,0.00005284525,0.001031444,0.0001162527,0.00007276233,0.9949619,0.00003194916,0.0001305885,0.0001278716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555417,0.0001139308,0.04384638,0.00004251404,0.0002233306,0.0001368487,0.00003916131,0.00003815057,0.00001799974],"genre_scores_gemma":[0.9985866,0.0003601172,0.0009051748,0.00001550218,0.00002969003,0.00001593063,0.000006482857,0.000009500931,0.00007097977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04304494,"threshold_uncertainty_score":0.7683462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663959749747691,"score_gpt":0.2377988936800698,"score_spread":0.2111592961825929,"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."}}