{"id":"W1498168020","doi":"","title":"Solidification Cracking of IN 718 TIG Welds","year":2016,"lang":"en","type":"article","venue":"Gruppo Italiano Frattura Digital Repository (Gruppo Italiano Frattura)","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Metallurgy; Welding; Gas tungsten arc welding; Weldability; Cracking; Liquation; Heat-affected zone; Superalloy; Microstructure; Composite material; Arc welding","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":[0.000109003,0.0002017736,0.0001934476,0.0003115266,0.0001708444,0.0001751831,0.0002043003,0.0002660831,0.001297074],"category_scores_gemma":[0.0002301705,0.0001283684,0.0001304175,0.000182365,0.0002052355,0.0001135205,0.0001694376,0.0001662083,0.0001541394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002163794,"about_ca_system_score_gemma":0.000100573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145667,"about_ca_topic_score_gemma":0.001991546,"domain_scores_codex":[0.9998566,0.00001020343,0.000006917377,0.00002953862,0.00006590112,0.0000307645],"domain_scores_gemma":[0.9998516,0.00002966475,0.00003605914,0.00002222584,0.00004282717,0.00001758707],"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":[0.00009963111,0.000006975291,0.001038713,0.00003068361,0.000004214547,0.0001267078,0.0001213669,0.0004362246,0.9959989,0.00004369084,0.00002991697,0.002063075],"study_design_scores_gemma":[0.000005987062,0.0002360861,0.02305981,0.000005956451,0.000008373828,0.0001230507,0.00009414153,0.002526767,0.9732558,0.00002950346,0.0006482281,0.000006358569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986722,0.00006671045,0.0007454887,0.000004418643,0.000002379498,0.000007686991,0.00004418334,0.00003038449,0.0004265231],"genre_scores_gemma":[0.9987792,0.00002219544,0.0005894483,0.000002350266,4.405073e-7,0.000002625654,0.00004117442,0.000007976273,0.0005545088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00145667,"threshold_uncertainty_score":0.004339159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00752877674808645,"score_gpt":0.1946455724696809,"score_spread":0.1871167957215944,"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."}}