{"id":"W4406256093","doi":"10.1088/1741-4326/ada8bd","title":"Amorphization and siliconization of silicon carbide as a first wall material","year":2025,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Fusion Energy Sciences","keywords":"Silicon carbide; Materials science; Silicon; Carbide; Composite material; Metallurgy","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":[0.0001009456,0.0002369468,0.0002380802,0.0002176662,0.0002101905,0.0005030413,0.0003154029,0.0003125863,0.001714562],"category_scores_gemma":[0.000241019,0.0001538646,0.0003363339,0.0001721887,0.0002265082,0.0002601582,0.0002293814,0.0002414714,0.0002185017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005589989,"about_ca_system_score_gemma":0.0003912272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004514055,"about_ca_topic_score_gemma":0.002889804,"domain_scores_codex":[0.9999171,0.000005333162,0.000001898361,0.00001675062,0.00003525037,0.00002355286],"domain_scores_gemma":[0.9999123,0.00002668356,0.00001537614,0.00001294507,0.00002230497,0.00001041645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002729124,0.0001167049,0.01070908,0.000202095,0.00006704361,0.0005494533,0.0001742305,0.6845402,0.2932789,0.002486402,0.0007252897,0.006877743],"study_design_scores_gemma":[0.00001234152,0.0001861785,0.003408507,0.000008734973,0.00001359643,0.00007581218,0.00005338765,0.9125077,0.08232991,0.000345421,0.001049231,0.000009172367],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903313,0.0001287503,0.00453797,0.00003307628,0.00001143865,0.00001307315,0.0002639128,0.0001264393,0.004554112],"genre_scores_gemma":[0.9971922,0.00007817367,0.00118363,0.000007938166,0.000001057385,0.000009011512,0.0002332611,0.00002523957,0.001269432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004514055,"threshold_uncertainty_score":0.008975565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005135843036258866,"score_gpt":0.2108933995440219,"score_spread":0.205757556507763,"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."}}