{"id":"W2910656652","doi":"10.1007/s11665-019-3856-6","title":"Influence of Effective Physical Contact Area on Microstructure and Mechanical Properties of Diffusion-Bonded TC4/1060Al Joints","year":2019,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Diffusion bonding; Fractography; Intermetallic; Shear strength (soil); Composite material; Microstructure; Joint (building); Alloy; Contact area; Surface roughness; Surface finish; Diffusion; Structural engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001127533,0.0001462725,0.0004193783,0.00007228839,0.00001404281,0.00001616752,0.00007336422,0.00005083013,0.000004053874],"category_scores_gemma":[0.00002502526,0.00009875949,0.00003659191,0.00003238173,0.00002402473,0.0001623825,0.00002908355,0.0001383821,6.015875e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001400858,"about_ca_system_score_gemma":0.000006327962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001746323,"about_ca_topic_score_gemma":6.589882e-8,"domain_scores_codex":[0.9993785,0.00001008657,0.0003015385,0.00007164201,0.0001201917,0.0001180383],"domain_scores_gemma":[0.9996764,0.00002801625,0.0001112341,0.00007617749,0.00006904119,0.00003914006],"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":[0.0001899829,0.00001255105,0.0001682099,0.0008451919,0.00004469133,0.000001038609,0.0002293542,0.04274516,0.9554566,0.00005556221,9.671021e-7,0.0002507537],"study_design_scores_gemma":[0.0004668101,0.0005763117,0.02232438,0.001160852,0.00001488651,0.00004118436,0.00001565135,0.01623954,0.9590115,0.00001065514,0.00002670844,0.000111525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994738,0.0001601713,0.000008000679,0.000004386404,0.0002211882,0.0001053768,0.00000796038,0.00001088239,0.000008266164],"genre_scores_gemma":[0.9995286,0.0002768209,0.0001116293,0.000005366815,0.00005112592,0.00000215602,3.581372e-7,0.00001684648,0.000007023762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02650562,"threshold_uncertainty_score":0.4027295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003910419606279658,"score_gpt":0.1708362033753228,"score_spread":0.1669257837690431,"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."}}