{"id":"W2619464873","doi":"10.3390/met7060196","title":"Structure, Texture and Phases in 3D Printed IN718 Alloy Subjected to Homogenization and HIP Treatments","year":2017,"lang":"en","type":"article","venue":"Metals","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":242,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; École de Technologie Supérieure","funders":"","keywords":"Materials science; Equiaxed crystals; Microstructure; Hot isostatic pressing; Selective laser melting; Superalloy; Alloy; Carbide; Homogenization (climate); Composite material; Texture (cosmology); Metallurgy; Diffractometer; Scanning electron microscope","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":[0.00003430316,0.0001186442,0.0001567119,0.00005782695,0.00006959211,0.0001279644,0.0000606978,0.00004502309,0.00009134794],"category_scores_gemma":[0.00007782361,0.00009770697,0.000007364771,0.00002828354,0.00002021653,0.000142129,0.0000370292,0.00003248156,0.000002562095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001242031,"about_ca_system_score_gemma":0.000003186252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003680005,"about_ca_topic_score_gemma":0.0000911075,"domain_scores_codex":[0.9995995,0.00001166009,0.00009871789,0.0001345884,0.00004684876,0.0001087524],"domain_scores_gemma":[0.9997704,0.00001754954,0.00002842067,0.0001244101,0.00001660902,0.00004259288],"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":[0.0001166289,0.00007245455,0.02857654,0.0005454445,0.0003920707,0.00004467539,0.001682207,0.002198492,0.7971184,0.0001018604,0.0004836291,0.1686676],"study_design_scores_gemma":[0.0005571707,0.00003615416,0.27499,0.00004319937,0.00003410765,0.000006077296,0.00001080448,0.0002661183,0.7202388,0.0002781155,0.003357296,0.0001821706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988033,0.0003019424,0.0002877088,0.00002456005,0.00007743478,0.000171714,0.00008478109,0.00005376283,0.0001947929],"genre_scores_gemma":[0.9989625,0.00008234534,0.0007337096,0.00001985573,0.00004019817,0.0000118724,0.00002748104,0.00001613965,0.0001059056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2464135,"threshold_uncertainty_score":0.3984375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244490457403265,"score_gpt":0.2412669400747947,"score_spread":0.228822035500762,"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."}}