{"id":"W2967306890","doi":"10.3390/met9080881","title":"Influence of Heat Treatments on Heat Affected Zone Cracking of Gas Tungsten Arc Welded Additive Manufactured Alloy 718","year":2019,"lang":"en","type":"article","venue":"Metals","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"GKN Aerospace Services; University of Manitoba","keywords":"Liquation; Materials science; Weldability; Metallurgy; Heat-affected zone; Cracking; Welding; Eutectic system; Alloy; Hot isostatic pressing; Base metal; Gas tungsten arc welding; Liquidus; Inconel; Microstructure; Composite material; Arc welding","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":[0.0001500889,0.0002426022,0.000259797,0.0002890547,0.0001810324,0.000227932,0.0001797659,0.0002747406,0.001131862],"category_scores_gemma":[0.0003903016,0.0002224989,0.0002475732,0.0002045399,0.0001925044,0.0001709329,0.0001312733,0.000226329,0.0001493047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970196,"about_ca_system_score_gemma":0.0001244682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00205039,"about_ca_topic_score_gemma":0.004947234,"domain_scores_codex":[0.9998059,0.00002490546,0.00002122887,0.00004020302,0.0000705359,0.00003726731],"domain_scores_gemma":[0.999754,0.00005952123,0.00006403046,0.00002616389,0.00007357429,0.00002279806],"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":[0.0002400034,0.00001452987,0.0009958115,0.00009958489,0.00001274479,0.00006515278,0.00008050523,0.0004389724,0.9960192,0.00001481365,0.00001692895,0.002001897],"study_design_scores_gemma":[0.000004685416,0.0006782123,0.01590934,0.00000661013,0.00003080133,0.00005548636,0.00007741158,0.0008248487,0.9819323,0.000009400508,0.0004632159,0.000007842121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990664,0.0003326364,0.0002291562,0.000005462778,0.000004630878,0.000006268423,0.00005501689,0.00001462046,0.0002858206],"genre_scores_gemma":[0.9988888,0.0001424928,0.0003707833,0.000005329252,0.000001449964,0.000005469333,0.00005644275,0.000009968068,0.0005192577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00205039,"threshold_uncertainty_score":0.004076958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007521367208051491,"score_gpt":0.214683890321947,"score_spread":0.2071625231138955,"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."}}