{"id":"W2066244481","doi":"10.4028/www.scientific.net/amr.409.763","title":"Interparticle Liquid Film Formation during Spark Plasma Sintering of Inconel 718 Superalloy","year":2011,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Inconel; Materials science; Superalloy; Spark plasma sintering; Metallurgy; Sintering; Microstructure; Powder metallurgy; Particle (ecology); Liquid phase; Near net shape; Machining; Alloy","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":[0.0003718383,0.0001100863,0.0001766631,0.00017346,0.0001032802,0.00004154268,0.0001766568,0.00005667138,0.0005139235],"category_scores_gemma":[0.00006654564,0.0001026117,0.00002436726,0.0001563107,0.00006491067,0.0006261308,0.0001085953,0.0001206875,0.0000688975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006919268,"about_ca_system_score_gemma":0.00001077684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006324023,"about_ca_topic_score_gemma":0.00001202406,"domain_scores_codex":[0.9989077,0.00005664223,0.0003440706,0.0001329487,0.0001969682,0.0003617071],"domain_scores_gemma":[0.9995553,0.00002545946,0.00002888201,0.0001841427,0.0001537864,0.00005243231],"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":[0.0005163552,0.0000152832,0.00001712389,0.0005366771,0.00001273298,0.000003132863,0.002337578,0.003086818,0.9928343,0.0001301663,0.00001880109,0.0004910748],"study_design_scores_gemma":[0.0002902333,0.0001969806,0.0002069421,0.0001766904,0.000002040849,0.00001010194,0.000466741,0.001355212,0.9968552,0.000127941,0.0001983114,0.0001135794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967228,0.00007713644,0.0005221201,0.000008420043,0.0003427554,0.0001592138,0.00001064982,0.0001518603,0.002005043],"genre_scores_gemma":[0.9985963,0.0001242414,0.0009848967,0.000002588668,0.00004581683,0.00006933632,0.000003459223,0.00003409555,0.0001392859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00402097,"threshold_uncertainty_score":0.5627102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07193246726881689,"score_gpt":0.291341959505146,"score_spread":0.2194094922363291,"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."}}