{"id":"W1535337221","doi":"10.1002/9780470944066.ch9","title":"Melt‐Infiltration Processing of Titanium Carbide‐Stainless Steel Cermets","year":2010,"lang":"en","type":"other","venue":"Ceramic engineering and science proceedings","topic":"Advanced materials and composites","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Cermet; Metallurgy; Materials science; Carbide; Infiltration (HVAC); Titanium carbide; Titanium; Composite material; Ceramic","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001564685,0.0002667233,0.0003113628,0.0003399088,0.00005693299,0.0001375925,0.0002446852,0.0001849038,0.00002154931],"category_scores_gemma":[0.00002754771,0.0002617278,0.00002603359,0.0003398619,0.000156115,0.0002377985,0.00004781305,0.0002364343,0.000001780588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003995316,"about_ca_system_score_gemma":0.00003855653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008124842,"about_ca_topic_score_gemma":0.000001966002,"domain_scores_codex":[0.9989235,7.239938e-7,0.0002170761,0.0002963166,0.0002399041,0.0003224763],"domain_scores_gemma":[0.9996254,0.000007603833,0.00008712085,0.00009968743,0.00008478014,0.00009534537],"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":[0.000001216648,0.000005268934,0.00001713276,0.001278856,0.000008105429,6.613625e-7,0.0001811736,0.0007407467,0.9924902,0.001004215,0.0004521912,0.003820278],"study_design_scores_gemma":[0.000574051,0.0001149707,0.000902196,0.002613729,0.0001074782,0.00008765885,0.0003786675,0.2119133,0.7172066,0.000241403,0.06389345,0.00196645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5108464,0.006679039,0.008368094,0.00004150396,0.003704865,0.001206524,0.000075449,0.00394938,0.4651287],"genre_scores_gemma":[0.9853808,0.0002963174,0.009005705,0.000005820877,0.0002727964,0.00002376502,0.000004325726,0.0002847564,0.004725663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4745345,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003829127291736905,"score_gpt":0.1959732734421506,"score_spread":0.1921441461504137,"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."}}