{"id":"W4296004383","doi":"10.3390/ma15186331","title":"Mechanical Performance and Corrosion Behaviour of Diffusion-Bonded A5083 Aluminium and A36 Mild Steel with Gallium Interlayer","year":2022,"lang":"en","type":"article","venue":"Materials","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Ministry of Higher Education, Malaysia","keywords":"Materials science; Indentation hardness; Corrosion; Scanning electron microscope; Surface roughness; Aluminium; Metallurgy; Composite material; Surface finish; Bond strength; Diffusion; Microstructure; Adhesive; Layer (electronics)","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":[0.0001636314,0.0001287924,0.0002690551,0.0000717529,0.00007140696,0.00001980257,0.00009619153,0.00004023312,0.0002240368],"category_scores_gemma":[0.000004490395,0.0001143528,0.00001673383,0.00008011575,0.00003030303,0.00007125147,0.000214243,0.00008086213,5.91259e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003570096,"about_ca_system_score_gemma":0.000003674985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000233191,"about_ca_topic_score_gemma":0.000005551859,"domain_scores_codex":[0.9992879,0.00002821775,0.0002292443,0.0001689867,0.0001450667,0.0001406064],"domain_scores_gemma":[0.9996829,0.0000158376,0.00006150898,0.0001814971,0.00001787901,0.00004039706],"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":[0.00006940425,0.00002136433,0.00294892,0.00008669114,0.000009965896,0.000003534687,0.0001552616,0.0003150462,0.9960085,0.00006566239,0.0001213876,0.0001942592],"study_design_scores_gemma":[0.0004204172,0.0003366135,0.007047592,0.00007033382,0.00007704522,0.00003164703,0.000122466,0.003681795,0.9876652,0.00007570339,0.0002331192,0.0002380152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980288,0.00003548547,0.001441127,0.0000184049,0.0001167511,0.0001485308,0.00004306365,0.000137599,0.00003020514],"genre_scores_gemma":[0.9955038,0.00008075202,0.004188157,0.00001758903,0.0000156055,0.00005674673,0.00001435184,0.00003198299,0.00009105598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00834325,"threshold_uncertainty_score":0.4663171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007701152862782302,"score_gpt":0.2079494000861535,"score_spread":0.2002482472233712,"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."}}