{"id":"W2133805012","doi":"10.1179/1743284712y.0000000138","title":"Investigation on microstructural properties of transient liquid phase (TLP) bonded IN-738LC superalloy with AMS 4776 filler metal","year":2013,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Eutectic system; Isothermal process; Superalloy; Intermetallic; Metallurgy; Microstructure; Diffusion; Precipitation; Alloy; Melting point; Liquid metal; Composite material; Thermodynamics","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":[0.0001207337,0.0001247184,0.0002024711,0.0002703232,0.00005621573,0.00005250793,0.0001593269,0.00009299911,0.00005127828],"category_scores_gemma":[0.00001496931,0.00008145469,0.00000743784,0.0004366375,0.0006899008,0.000255423,0.00002330407,0.00007530925,0.000005686455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002173472,"about_ca_system_score_gemma":0.00003068973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006679338,"about_ca_topic_score_gemma":0.00002227558,"domain_scores_codex":[0.9992324,0.00000903683,0.0001907297,0.0001927496,0.0001396404,0.0002354331],"domain_scores_gemma":[0.999709,0.000002910272,0.00002196646,0.0001492388,0.00007960952,0.00003728211],"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":[0.00002450364,0.000009097367,0.00004180196,0.00002879129,0.000004418646,0.000001839986,0.0002870684,0.00001786457,0.9987285,0.0005920897,0.00002053824,0.0002435253],"study_design_scores_gemma":[0.0004680761,0.0004560389,0.000414268,0.0000507778,0.000004247107,0.00001739308,0.0001557526,0.00008610624,0.9980351,0.0001098403,0.00008766296,0.0001147518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989116,0.00008560681,0.000001991543,0.0004817444,0.0001065955,0.00025122,0.000005485862,0.0001006099,0.00005514213],"genre_scores_gemma":[0.9995982,0.00001417328,0.0002613769,0.00004307692,0.000009696101,0.00004954868,0.00000248141,0.000009716679,0.00001175348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006933758,"threshold_uncertainty_score":0.3321626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009186199540694297,"score_gpt":0.1831518260500173,"score_spread":0.173965626509323,"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."}}