{"id":"W2624727546","doi":"10.1007/s11661-017-4162-2","title":"Microstructural Analyses of ATI 718Plus® Produced by Wire-ARC Additive Manufacturing Process","year":2017,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Electron backscatter diffraction; Electron microprobe; Precipitation; Metallurgy; Alloy; Superalloy; Transmission electron microscopy; Eutectic system; Carbide; Phase (matter); Laves phase; Scanning electron microscope; Microstructure; Composite material; Intermetallic; Nanotechnology; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001000151,0.0002521568,0.0004859187,0.00004757803,0.0003498368,0.0002973684,0.0002000074,0.00009514076,0.001882377],"category_scores_gemma":[0.00001468714,0.000211597,0.0000664356,0.00002575951,0.000215186,0.0003901895,0.0000162755,0.00008378828,0.000006887162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001113492,"about_ca_system_score_gemma":0.000009918313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001494437,"about_ca_topic_score_gemma":0.00001187893,"domain_scores_codex":[0.9989436,0.00002932309,0.0003547164,0.0002829149,0.0001370374,0.0002523543],"domain_scores_gemma":[0.9994675,0.00003015841,0.0001350279,0.000229798,0.00004798472,0.00008956096],"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":[0.00007807167,0.00003540734,0.000001035899,0.0006710632,0.0002362933,0.00000869282,0.0001383767,0.0005252648,0.9942047,0.00001426936,0.00005310291,0.00403371],"study_design_scores_gemma":[0.0003650836,0.00003504788,0.00142796,0.00006023096,0.0001157192,0.00002445406,0.00003346153,0.0000758231,0.9957733,0.000273524,0.001557135,0.0002582932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882315,0.0001970827,0.009685621,0.0000403319,0.0003548207,0.0002069597,0.0009588377,0.0001216591,0.0002031728],"genre_scores_gemma":[0.9990364,0.0003100743,0.000276658,0.000007675615,0.0000781491,0.00005327264,0.00005723837,0.00003302563,0.0001474926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108049,"threshold_uncertainty_score":0.9990301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092125081913081,"score_gpt":0.2727144869476001,"score_spread":0.2517932361284693,"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."}}