{"id":"W2810135914","doi":"10.1007/s11661-018-4767-0","title":"Effect of Process Parameters on the Crack Formation in Laser Metal Powder Deposition of Alloy 718","year":2018,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"GKN Aerospace Services; Tillväxtverket","keywords":"Liquation; Cracking; Materials science; Alloy; Deposition (geology); Metallurgy; Laser power scaling; Metal powder; Laser; Substrate (aquarium); Superalloy; Metal; Composite material; Optics","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":[0.0003491141,0.0003064922,0.0005365602,0.0002221821,0.0001882085,0.0003563503,0.0002003561,0.0003251933,0.0009604522],"category_scores_gemma":[0.0009540815,0.000267217,0.0002340528,0.0002076204,0.000183639,0.0002186178,0.0001317874,0.0002395324,0.0001540593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665005,"about_ca_system_score_gemma":0.000174805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009326351,"about_ca_topic_score_gemma":0.001222788,"domain_scores_codex":[0.9997004,0.00005567641,0.0000293888,0.0000583274,0.0001038814,0.00005220747],"domain_scores_gemma":[0.9991178,0.0005178449,0.0001606902,0.00006286656,0.000116126,0.00002465033],"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":[0.000539833,0.00006000461,0.0007105678,0.0001556826,0.00001394201,0.00005825005,0.00005155149,0.001627939,0.9920981,0.00002521478,0.00001764726,0.004641235],"study_design_scores_gemma":[0.00001333222,0.001037889,0.0036425,0.000005004993,0.00002601713,0.00002925263,0.00002659013,0.004015449,0.9909846,0.000008552026,0.0002030543,0.000007833588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998626,0.0003943852,0.0006758168,0.000005985472,0.000005105131,0.00001225689,0.00004198688,0.00002403628,0.0002144109],"genre_scores_gemma":[0.9986883,0.0001760811,0.0008949835,0.000003679843,0.000002022506,0.000009082597,0.0000239434,0.000008410193,0.0001934444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009604522,"threshold_uncertainty_score":0.003212988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008829694132576952,"score_gpt":0.2226498920563625,"score_spread":0.2138201979237855,"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."}}