{"id":"W4210895915","doi":"10.1007/978-3-030-92381-5_94","title":"Effect of Build Height on Micro-cracking of Additively Manufactured Superalloy RENÉ 108 Thin-Wall Components","year":2022,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; University of Waterloo","funders":"","keywords":"Materials science; Superalloy; Cracking; Nucleation; Scanning electron microscope; Microstructure; Composite material; Dendrite (mathematics); Ultimate tensile strength; Fracture mechanics; Crack closure; Finite element method; Structural engineering; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003097745,0.0003155085,0.000346365,0.0004293472,0.0003155807,0.0006858645,0.0004175287,0.0005039462,0.00624778],"category_scores_gemma":[0.0009755856,0.0004390895,0.0003800557,0.0003670807,0.0004703935,0.0004681243,0.0005142949,0.00060704,0.0006322348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003866857,"about_ca_system_score_gemma":0.000263394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860088,"about_ca_topic_score_gemma":0.00504405,"domain_scores_codex":[0.9996537,0.00003049643,0.00001457657,0.00004590421,0.0001490527,0.000106288],"domain_scores_gemma":[0.9984847,0.0007390875,0.0002043617,0.0001271191,0.0002876767,0.0001570968],"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":[0.002242856,0.0001846994,0.002390533,0.0001663002,0.00004091328,0.000404072,0.000249841,0.007246014,0.975777,0.0002944274,0.0004157605,0.01058763],"study_design_scores_gemma":[0.00003441677,0.001250706,0.0138531,0.00002054382,0.00007123232,0.0001061832,0.0002204624,0.005288813,0.9782722,0.00005571836,0.0008047181,0.00002183917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959301,0.0006393405,0.0004775656,0.00003210117,0.00003036592,0.000007904867,0.0001397076,0.00009804811,0.002644869],"genre_scores_gemma":[0.9973928,0.0001375377,0.000314941,0.0000138189,0.000005351582,0.000002704292,0.00007081494,0.00005856925,0.002003552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00624778,"threshold_uncertainty_score":0.02090096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159245368926485,"score_gpt":0.2089636203594838,"score_spread":0.1973711666702189,"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."}}