{"id":"W3084925950","doi":"10.14447/jnmes.v23i2.a07","title":"Eco-Friendly Frictional Joining of AA6063 and AISI304L Dissimilar Metals and Characterisation of Bimetal Joints","year":2020,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bimetal; Materials science; Metallurgy; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003074683,0.0001376809,0.000673282,0.0000918728,0.00001838679,0.00002697243,0.00008649291,0.00008713765,0.00001423206],"category_scores_gemma":[0.0001777954,0.0001203204,0.00009569385,0.0001081161,0.00001844339,0.0001961889,0.00002234803,0.00008116029,1.449276e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004011526,"about_ca_system_score_gemma":0.00002085459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004452168,"about_ca_topic_score_gemma":1.147549e-7,"domain_scores_codex":[0.998645,0.00002406503,0.0008624942,0.0001087556,0.0002174112,0.0001422737],"domain_scores_gemma":[0.9990678,0.00006945773,0.0005402213,0.00006355663,0.0001391996,0.0001197054],"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":[0.00009064508,0.000007189697,0.00005541755,0.0003519283,0.0001919212,6.982742e-7,0.0000900014,0.0001215643,0.9985859,0.0001295726,0.0002853553,0.00008977272],"study_design_scores_gemma":[0.0003650943,0.0002755318,0.0001344018,0.0001255156,0.0001587501,0.00006347499,0.00003079815,0.002602687,0.9953241,0.0003565471,0.0004580525,0.000105041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181091,0.0005988606,0.08090016,0.00009298949,0.0001012511,0.000133365,0.00002961169,0.0000269015,0.000007790782],"genre_scores_gemma":[0.994754,0.0001916255,0.004720713,0.000009328539,0.0002839714,0.000004377647,0.000008436654,0.00002433323,0.000003170198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07664498,"threshold_uncertainty_score":0.4906521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429206498447377,"score_gpt":0.2363340935307332,"score_spread":0.2220420285462595,"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."}}