{"id":"W4389540821","doi":"10.17118/11143/21081","title":"Precipitation and phase transformations in IN718 manufactured throughpowder bed fusion","year":2023,"lang":"en","type":"article","venue":"","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Precipitation; Fusion; Materials science; Phase (matter); Process engineering; Metallurgy; Meteorology; Chemistry; Engineering; Physics","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":[0.0001032148,0.000142662,0.000189996,0.000311676,0.0002944716,0.0003167085,0.0002070766,0.0002196457,0.0008630755],"category_scores_gemma":[0.0001601697,0.0001062371,0.0001502966,0.0002983334,0.0001999397,0.0001863258,0.0001087419,0.0001422161,0.0001354081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005074714,"about_ca_system_score_gemma":0.0002084307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796872,"about_ca_topic_score_gemma":0.002512237,"domain_scores_codex":[0.999902,0.00000686408,0.000005159613,0.00002502314,0.00004370369,0.00001717841],"domain_scores_gemma":[0.9999475,0.00001051732,0.00001544582,0.000002897003,0.00002020672,0.000003233437],"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":[0.000301588,0.00005922545,0.004281286,0.0001551305,0.00001183966,0.0001862111,0.0001457038,0.00543086,0.9821974,0.0004926372,0.0001791054,0.006558972],"study_design_scores_gemma":[0.00001194877,0.000163864,0.008244938,0.000004607155,0.0000100593,0.0001109354,0.00008344984,0.01338596,0.976579,0.0001227146,0.001276649,0.000005973302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981441,0.000105914,0.0007635124,0.00001082039,0.000004347026,0.000005955539,0.0001140498,0.00002144999,0.0008298142],"genre_scores_gemma":[0.9986863,0.0000562217,0.0006836388,0.000002870514,0.000001224492,0.000003085057,0.0001089263,0.000006825828,0.0004509363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001796872,"threshold_uncertainty_score":0.003682017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507254290875239,"score_gpt":0.2577161790647875,"score_spread":0.2426436361560351,"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."}}