{"id":"W2030775004","doi":"10.1179/1743284712y.0000000129","title":"Laser arc hybrid weld microstructure in nickel based IN738 superalloy","year":2012,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Materials science; Liquation; Superalloy; Metallurgy; Weldability; Welding; Heat-affected zone; Fusion welding; Intergranular corrosion; Laser beam welding; Arc welding; Filler metal; Stellite; Alloy; Microstructure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002570613,0.0001109011,0.0001483944,0.0003349706,0.00007194302,0.00005366021,0.0002519522,0.0001103541,0.00007840621],"category_scores_gemma":[0.0000408512,0.00009025398,0.000006944613,0.0004079422,0.0003711049,0.0001718195,0.0001007476,0.00009632847,0.00000897674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003407278,"about_ca_system_score_gemma":0.0000196592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003678893,"about_ca_topic_score_gemma":0.000008629439,"domain_scores_codex":[0.9991919,0.000006752839,0.000136296,0.0001527505,0.00009968542,0.0004125615],"domain_scores_gemma":[0.9997249,0.000009601718,0.0000145211,0.0001780202,0.00002587443,0.00004705391],"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":[0.00000176764,0.000009534437,0.004762033,0.00002660435,9.499117e-7,0.000005434756,0.0000149018,0.00002355614,0.9930186,0.000310722,0.0005753694,0.001250474],"study_design_scores_gemma":[0.0001063341,0.0000194804,0.002686911,0.0000243116,0.000001843345,0.00002617514,0.00002017852,0.00006994781,0.9931851,0.0006090539,0.003129514,0.0001211398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983667,0.0002326833,0.00005352566,0.000393732,0.0002946907,0.00009754536,0.0000146441,0.0003813732,0.000165176],"genre_scores_gemma":[0.9980215,0.00007199091,0.001769487,0.0000589954,0.00003580094,0.0000184697,0.000002248397,0.00001108804,0.00001046412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002554145,"threshold_uncertainty_score":0.368045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005825217189631408,"score_gpt":0.2097722678202744,"score_spread":0.203947050630643,"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."}}