{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002165434,0.0008556304,0.0009168503,0.0004144368,0.0001778752,0.0005691192,0.0007723652,0.0005013729,0.0003449839],"category_scores_gemma":[0.0002296764,0.000684766,0.0003092741,0.0005239871,0.0003719118,0.002575317,0.0001556864,0.0003154037,0.0003683704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003178672,"about_ca_system_score_gemma":0.0001113512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002852198,"about_ca_topic_score_gemma":0.00001250838,"domain_scores_codex":[0.9957764,0.00008800175,0.001485572,0.0009038722,0.0007295953,0.00101658],"domain_scores_gemma":[0.997735,0.0003289262,0.0004144952,0.0009369869,0.0002742408,0.0003103069],"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":[0.0003792983,0.0005519443,0.03727014,0.002247363,0.0005627819,0.0005608338,0.00142689,0.001268358,0.8715737,0.001585097,0.02948894,0.05308465],"study_design_scores_gemma":[0.001256647,0.0002691166,0.04337455,0.001059493,0.0000618806,0.0001570602,0.0004387504,0.0001312395,0.9265841,0.001981562,0.0230176,0.001667996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520496,0.0008454226,0.002054469,0.0002615228,0.002877015,0.0006411137,0.0005857294,0.0007531454,0.03993199],"genre_scores_gemma":[0.9945953,0.00007357786,0.0001736145,0.00006244015,0.0005686418,0.0001095963,0.0001119345,0.0001788524,0.004126009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0550104,"threshold_uncertainty_score":0.9995604,"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."}}