{"id":"W2018553511","doi":"10.1016/j.matchemphys.2015.02.036","title":"Effect of cold rolling on the hydrogen absorption and desorption kinetics of Zircaloy-4","year":2015,"lang":"en","type":"article","venue":"Materials Chemistry and Physics","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Materials science; Dehydrogenation; Zirconium alloy; Desorption; Hydrogen; Corrosion; Kinetics; Metallurgy; Composite material; Chemical engineering; Alloy; Chemistry; Catalysis; Adsorption; Physical chemistry; Organic chemistry","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":[0.0005326708,0.0001156687,0.0002372454,0.000002746144,0.00003271847,0.0000482835,0.00007904934,0.00006038897,0.00007515524],"category_scores_gemma":[0.0000437028,0.00007351476,0.00001726033,0.00002783149,0.0001425202,0.0000526354,0.00005671075,0.00002614921,0.000006866172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007010387,"about_ca_system_score_gemma":0.000006308949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002107512,"about_ca_topic_score_gemma":1.145999e-7,"domain_scores_codex":[0.9993206,0.0001081004,0.0002072939,0.0001320683,0.0001320909,0.00009980764],"domain_scores_gemma":[0.9995308,0.00007792099,0.0001582303,0.0001524204,0.000042097,0.00003852241],"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":[0.0002641915,0.00002110891,0.00002199284,0.000418988,0.000005313058,1.9569e-7,0.0001825846,0.00003495798,0.998566,0.0002659987,0.00001787156,0.0002007751],"study_design_scores_gemma":[0.0002846737,0.0002529969,0.00002698898,0.00008365271,0.00002594802,0.000002094874,0.00002306258,0.00003416671,0.9985371,0.0005433716,0.0001079277,0.00007799835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99944,0.00006459647,0.00001228181,0.00002741023,0.0001000198,0.0001173377,0.00005501857,0.00001400622,0.000169296],"genre_scores_gemma":[0.999705,0.00002945542,0.00005316073,0.0000143795,0.000141378,0.000007740247,0.000006705495,0.00001179846,0.00003042925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000488968,"threshold_uncertainty_score":0.2997845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756955476375656,"score_gpt":0.220200557327023,"score_spread":0.2026310025632664,"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."}}