{"id":"W2896352539","doi":"10.2351/1.5063192","title":"Comparison of nozzle gas shielding techniques for laser cladding of zirconium","year":2015,"lang":"en","type":"article","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Ontario","keywords":"Materials science; Shielding gas; Zirconium; Cladding (metalworking); Nozzle; Argon; Zirconium alloy; Metallurgy; Electromagnetic shielding; Microstructure; Composite material; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004947409,0.00007008044,0.0002625271,0.0000367479,0.00002891321,0.00002762413,0.0001480132,0.00005192695,0.0004011485],"category_scores_gemma":[0.0000755917,0.00005169666,0.00003576359,0.00003728119,0.00006417587,0.0001223593,0.00006724375,0.00002073165,0.00001387353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001081911,"about_ca_system_score_gemma":0.00002511182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001167517,"about_ca_topic_score_gemma":0.000008661415,"domain_scores_codex":[0.9993009,0.00002897755,0.0003057153,0.0001125411,0.0001195559,0.0001323251],"domain_scores_gemma":[0.9995164,0.00004043322,0.0001346957,0.0001406056,0.0001295821,0.00003824436],"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":[0.00009980676,0.00002305875,0.0002816544,0.00008128135,0.000002423337,6.968134e-8,0.0004982852,0.000009616305,0.9942728,0.001548021,0.002654635,0.0005283107],"study_design_scores_gemma":[0.000138208,0.0002489498,0.00001764,0.00004277813,0.000007711807,5.375036e-7,0.0006573059,0.0001548346,0.9897181,0.000588307,0.008355315,0.000070248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915448,0.000043692,0.001419024,0.0001312746,0.0002794918,0.000177658,0.00001673489,0.00007083288,0.006316457],"genre_scores_gemma":[0.9704568,0.000002274841,0.02918939,0.00002971574,0.00007689947,0.00001049444,0.00000146785,0.00001170959,0.0002212813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02777036,"threshold_uncertainty_score":0.4392295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0970303874845912,"score_gpt":0.3417848005434211,"score_spread":0.2447544130588299,"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."}}