{"id":"W2896388882","doi":"10.2351/1.5059800","title":"Hybrid welding of galvanized steel sheet","year":2001,"lang":"en","type":"article","venue":"","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Power Generation","funders":"","keywords":"Galvanization; Welding; Materials science; Metallurgy; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001505341,0.0003231461,0.0003863228,0.000423055,0.0002143351,0.0005847034,0.0006368257,0.0004879554,0.002035323],"category_scores_gemma":[0.000129219,0.000279651,0.0003620883,0.0003416318,0.0002166886,0.0003533902,0.0007855578,0.000203737,0.0008534351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144182,"about_ca_system_score_gemma":0.0001086895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003039629,"about_ca_topic_score_gemma":0.0006494295,"domain_scores_codex":[0.9997503,0.00001437014,0.00001021523,0.00006353574,0.0001207543,0.00004085622],"domain_scores_gemma":[0.9998934,0.00001237154,0.00001666161,0.00003386331,0.00002931587,0.00001430688],"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":[0.00008633077,0.00001357932,0.0002886091,0.00007421396,0.00002290244,0.0001488888,0.00004292255,0.001421733,0.9889268,0.0005878654,0.0001411414,0.008245198],"study_design_scores_gemma":[0.00002446433,0.0002644452,0.002555754,0.000007376533,0.00002361179,0.0003851322,0.00003876529,0.0049933,0.9848726,0.0003486536,0.006466828,0.0000190943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415052,0.001174308,0.04099797,0.00005620267,0.0001430428,0.00005417798,0.0001129181,0.0006256312,0.01533051],"genre_scores_gemma":[0.9764203,0.0002298491,0.01406004,0.0000245599,0.00001063038,0.00002349074,0.0001225102,0.00005687673,0.009051678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002035323,"threshold_uncertainty_score":0.006808817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099125236490259,"score_gpt":0.2210965222810114,"score_spread":0.2101052699161088,"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."}}