{"id":"W2075101231","doi":"10.1007/s12540-014-4011-4","title":"Effect of Ni addition on toughness and microstructure evolution in coarse grain heat affected zone","year":2014,"lang":"en","type":"article","venue":"Metals and Materials International","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Acicular ferrite; Microstructure; Bainite; Lath; Grain boundary; Toughness; Austenite; Metallurgy; Martensite; Composite material; Ferrite (magnet)","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":[0.0000814476,0.0001542813,0.0001820822,0.0001549527,0.0001904311,0.0002361747,0.0002182544,0.0002179493,0.003106126],"category_scores_gemma":[0.0003067062,0.0001785113,0.0001097536,0.0001725854,0.0002939182,0.0002177767,0.0001210748,0.0002689184,0.0001739922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429927,"about_ca_system_score_gemma":0.0001381135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003194405,"about_ca_topic_score_gemma":0.005259842,"domain_scores_codex":[0.9999241,0.000006079249,0.000006420281,0.00002180352,0.0000188946,0.00002268055],"domain_scores_gemma":[0.999811,0.00005310213,0.00004171975,0.00001468047,0.0000437316,0.00003576765],"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":[0.001068594,0.00003372545,0.0008687045,0.00008726927,0.00001131832,0.0001536686,0.00009121613,0.0009723427,0.9951032,0.00007679637,0.00006822404,0.001465021],"study_design_scores_gemma":[0.00001215918,0.0002550368,0.01351355,0.000005463991,0.00002282964,0.00004586161,0.0001253572,0.003047128,0.9822827,0.00003074365,0.0006479745,0.00001107551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988211,0.000181051,0.0002086756,0.00001694856,0.00001593887,0.000004902047,0.00009254116,0.00002276653,0.000636054],"genre_scores_gemma":[0.9987227,0.00008289229,0.0002139181,0.00001003533,0.000002637315,0.000004070893,0.00005195223,0.000006245255,0.0009055589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003194405,"threshold_uncertainty_score":0.010391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002839978500115959,"score_gpt":0.1955590601835573,"score_spread":0.1927190816834413,"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."}}