{"id":"W4388449193","doi":"10.1007/s13632-023-01013-6","title":"Solid Particles Erosion Performance of a Fe–Cr–C Chromium Carbide Overlay","year":2023,"lang":"en","type":"article","venue":"Metallography Microstructure and Analysis","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Chromium; Materials science; Erosion; Chromium carbide; Carbide; Metallurgy; Quartz; Contact angle; Alloy; Overlay; Carbon fibers; Indentation; Composite material; Geology; Composite number","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":[0.0002199009,0.0001663228,0.0003515212,0.0002797625,0.0001875883,0.00003348307,0.000156873,0.00006422236,0.0004260045],"category_scores_gemma":[0.00001270586,0.0001268781,0.0003127907,0.002484058,0.000276278,0.000119982,0.0001713735,0.0001072288,0.00001800266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008066307,"about_ca_system_score_gemma":0.000003236542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002205826,"about_ca_topic_score_gemma":0.0001455984,"domain_scores_codex":[0.9988551,0.00005286023,0.0002588905,0.0003399262,0.0002252902,0.000267985],"domain_scores_gemma":[0.9995042,0.00003240824,0.0001276226,0.0002312108,0.00001043296,0.00009410599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000007197273,0.000006520922,0.4396301,0.000007162501,0.0001201418,0.000001337394,0.00016165,0.0005438008,0.5585417,0.000006454622,0.0001004509,0.000873511],"study_design_scores_gemma":[0.0001872913,0.00004830702,0.8920571,0.000008303801,0.000509165,0.000002132227,0.0001297625,0.004369725,0.1020338,0.00008012009,0.0004178793,0.0001563786],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999384,0.0001321345,0.00003682524,0.00006753276,0.00004395968,0.00006138739,0.00002398478,0.00004650819,0.0002036405],"genre_scores_gemma":[0.9989632,0.0002492841,0.0004689161,0.000138711,0.00001066966,0.000004334425,0.00003685398,0.000009848851,0.0001181198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4565079,"threshold_uncertainty_score":0.517394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007423147128921771,"score_gpt":0.2442780347718087,"score_spread":0.2368548876428869,"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."}}