{"id":"W4306751385","doi":"10.1111/ijac.14240","title":"Advanced ceramics and coatings for erosion‐related applications in mineral and oil and gas production: A technical review","year":2022,"lang":"en","type":"review","venue":"International Journal of Applied Ceramic Technology","topic":"Advanced materials and composites","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Raytheon Technologies (Canada)","funders":"","keywords":"Ceramic; Materials science; Coating; Corrosion; Erosion; Oxide; Metallurgy; Mineral processing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004669506,0.0008990241,0.001028961,0.003033031,0.0002911537,0.0007960011,0.0005307771,0.0006367848,0.003739619],"category_scores_gemma":[0.0005149578,0.0003608251,0.000563722,0.003303105,0.0002577642,0.001024563,0.0004945799,0.0009747874,0.001874135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003175712,"about_ca_system_score_gemma":0.0009878281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121424,"about_ca_topic_score_gemma":0.001854742,"domain_scores_codex":[0.9997784,0.00002104654,0.00003435427,0.00004071174,0.0001021962,0.00002333513],"domain_scores_gemma":[0.999662,0.0001262086,0.00006035477,0.00001098397,0.0001167776,0.00002369243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005705481,0.0001214672,0.0002535875,0.04355195,0.0001084525,0.0002137322,0.0001024086,0.0006801725,0.009469265,0.003847926,0.02288641,0.9187074],"study_design_scores_gemma":[0.000008667822,0.0001283994,0.00104951,0.003721535,0.000150784,0.00105019,0.00007416042,0.0001380614,0.002065403,0.0009387286,0.9906535,0.00002098092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000350618,0.9978197,0.0001682789,0.00007895751,0.0001853361,0.000006725663,0.00002268143,0.000008180562,0.001359507],"genre_scores_gemma":[0.001246527,0.9975837,0.0002115319,0.00005450986,0.00008412024,0.0000062169,0.00002847275,0.000001648944,0.0007832688],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003739619,"threshold_uncertainty_score":0.0125103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009764642922440616,"score_gpt":0.276390715353968,"score_spread":0.2666260724315274,"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."}}