{"id":"W3036659280","doi":"10.3390/ma13122795","title":"On the Post-Printing Heat Treatment of a Wire Arc Additively Manufactured ER70S Part","year":2020,"lang":"en","type":"article","venue":"Materials","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Materials science; Microstructure; Indentation hardness; Lamellar structure; Pearlite; Ferrite (magnet); Hardening (computing); Ultimate tensile strength; Composite material; Metallurgy; Acicular; Grain boundary; Acicular ferrite; Bainite; Austenite","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000127424,0.0002583574,0.0001893166,0.0002720999,0.0001225528,0.0001555435,0.0002605372,0.0002336347,0.001664901],"category_scores_gemma":[0.0002215125,0.000155202,0.0002415331,0.0002420241,0.0001440702,0.0001374309,0.0001138705,0.0002465538,0.0004580017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001546165,"about_ca_system_score_gemma":0.00008316309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003715728,"about_ca_topic_score_gemma":0.001444653,"domain_scores_codex":[0.9997782,0.00001091168,0.00001246985,0.00004312714,0.0001320449,0.00002319497],"domain_scores_gemma":[0.9997805,0.00003095362,0.00005601588,0.00004632817,0.00007466473,0.00001164972],"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":[0.00003390849,0.000007956354,0.0002204546,0.00004849271,0.000004505306,0.00008600019,0.00002310665,0.000210278,0.9948627,0.00003075255,0.00004685623,0.004424879],"study_design_scores_gemma":[0.000001620265,0.0001357836,0.005873674,0.000002085121,0.00001162768,0.00009941019,0.00001129089,0.000632103,0.9920887,0.000006908014,0.001132609,0.000004220904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940532,0.0002530729,0.003605417,0.00001558593,0.00002879504,0.00001332747,0.0001276199,0.0001909897,0.001712044],"genre_scores_gemma":[0.9920696,0.0001171954,0.004571381,0.00002093595,0.000005587657,0.00001011671,0.0001523202,0.00005637288,0.002996566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001664901,"threshold_uncertainty_score":0.005569696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195656514219375,"score_gpt":0.2047277677107312,"score_spread":0.1827712025685375,"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."}}