{"id":"W4404362151","doi":"10.2139/ssrn.5020531","title":"Effect of Coating on the Welding Behaviour of Zircaloy-4 Cladding in the Accident Tolerant Fuel","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Nuclear Laboratories; Atomic Energy (Canada)","funders":"","keywords":"Cladding (metalworking); Zirconium alloy; Materials science; Welding; Coating; Metallurgy; Nuclear engineering; Forensic engineering; Composite material; Alloy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002093638,0.000254352,0.0002844111,0.0002351347,0.0003354029,0.0004647494,0.0003249463,0.0004009948,0.0031825],"category_scores_gemma":[0.000828518,0.0002082094,0.0002415267,0.0002492857,0.0003188517,0.0002146455,0.0001923432,0.0002875614,0.0003578649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340836,"about_ca_system_score_gemma":0.0002173541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004049185,"about_ca_topic_score_gemma":0.003219274,"domain_scores_codex":[0.9998165,0.00001916497,0.00001111469,0.00003885779,0.00004547591,0.0000689448],"domain_scores_gemma":[0.9993274,0.0001970499,0.0001190557,0.00006739955,0.0002101209,0.00007895662],"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":[0.002122769,0.00003888486,0.002534717,0.0001378588,0.00003007968,0.0002958205,0.0001545704,0.002577441,0.9888783,0.00006912903,0.0001604878,0.002999935],"study_design_scores_gemma":[0.00001527087,0.0006594289,0.01681495,0.00001369851,0.00005410607,0.00009627061,0.0001435899,0.004294611,0.9772151,0.00001632066,0.0006571779,0.00001951327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989991,0.0002472157,0.0001649191,0.00001238429,0.00001365611,0.000001948135,0.00006747095,0.00001832938,0.000475049],"genre_scores_gemma":[0.9991905,0.00009606819,0.0001162916,0.000007246585,0.00000240757,0.000001085663,0.00006056605,0.00001533361,0.0005105163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004049185,"threshold_uncertainty_score":0.01064652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393881702404452,"score_gpt":0.2680630573763195,"score_spread":0.254124240352275,"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."}}