{"id":"W1973447646","doi":"10.4028/www.scientific.net/amr.15-17.882","title":"Mathematical Modeling and Experimental Investigations of Isothermal Solidification during Transient Liquid Phase Bonding of Nickel Superalloys","year":2006,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Concordia University; McGill University","funders":"Consortium de Recherche et d’innovation en Aérospatiale au Québec; Pratt and Whitney Canada","keywords":"Superalloy; Materials science; Isothermal process; Eutectic system; Brazing; Metallurgy; Inconel; Alloy; Nickel; Diffusion; Microstructure; Phase (matter); Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002381861,0.0001179565,0.0002403563,0.000150416,0.00008085967,0.00002506995,0.0001070469,0.00004648931,0.00009811207],"category_scores_gemma":[0.00002448931,0.0001111767,0.00002987076,0.0001013181,0.0001531075,0.0002533261,0.00003331326,0.00008457457,0.000004398079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004035181,"about_ca_system_score_gemma":0.00001217723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001465274,"about_ca_topic_score_gemma":0.000001182034,"domain_scores_codex":[0.9988275,0.00004193421,0.0004640118,0.0001576279,0.0002373115,0.0002716053],"domain_scores_gemma":[0.9996302,0.00003091765,0.00003160956,0.0001631154,0.0000977021,0.0000464798],"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":[0.0001248431,0.00008316003,4.942144e-7,0.0003103508,0.00001067281,9.248497e-7,0.0002853688,0.04100318,0.9514025,0.006731176,0.000001271202,0.00004606691],"study_design_scores_gemma":[0.0006595376,0.000172898,0.00000325205,0.000156286,0.00000391695,0.000003677777,0.0002441524,0.02097274,0.9766552,0.0009980187,0.0000273014,0.0001029657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976344,0.0003267896,0.001158435,0.00002003237,0.00003726608,0.0002544381,0.00002908409,0.00004309968,0.000496493],"genre_scores_gemma":[0.99635,0.00005600007,0.003303193,0.000001082788,0.00003475359,0.00007023884,0.00001381506,0.00003658943,0.0001342858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02525277,"threshold_uncertainty_score":0.4533654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492198856276864,"score_gpt":0.3286725275511277,"score_spread":0.2837505389883591,"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."}}