{"id":"W3153148236","doi":"10.2139/ssrn.3680386","title":"Texture Evolution Under Fast Heating and Cooling Rates of Zirconium Alloys Studied In-Situ by Synchrotron X-Ray Diffraction","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Safran Electronics (Canada)","funders":"Engineering and Physical Sciences Research Council","keywords":"Zirconium; Synchrotron; Materials science; Diffraction; Texture (cosmology); In situ; X-ray crystallography; Zirconium alloy; X-ray; Synchrotron radiation; Crystallography; Metallurgy; Optics; Chemistry; Physics","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":[0.0002047943,0.0001669332,0.0004002097,0.0002770852,0.000270441,0.0007498615,0.000320222,0.0002666489,0.001622563],"category_scores_gemma":[0.0005076659,0.0002867791,0.000169153,0.000332985,0.0003614136,0.0002503039,0.000149062,0.0002931902,0.00018257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005307209,"about_ca_system_score_gemma":0.000227331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002975675,"about_ca_topic_score_gemma":0.002751003,"domain_scores_codex":[0.9998415,0.00001416151,0.000008785677,0.00003335333,0.00005383728,0.00004829861],"domain_scores_gemma":[0.9997987,0.00005577309,0.00005605308,0.00002093474,0.00005189835,0.00001675078],"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":[0.0007193421,0.00002617291,0.002985607,0.00007178954,0.00001605944,0.00008499906,0.0001366988,0.0003900309,0.99302,0.0001208357,0.0001151196,0.002313342],"study_design_scores_gemma":[0.00005398749,0.0001776322,0.04427589,0.00000924128,0.00003343606,0.0001198377,0.0001895547,0.003627289,0.9495147,0.00005811077,0.001923582,0.00001681612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981111,0.0002843153,0.0005372056,0.00002239341,0.000009578891,0.000005673411,0.0002545367,0.00002231964,0.0007527953],"genre_scores_gemma":[0.9984688,0.0001360982,0.0004064944,0.000008994791,0.000005465594,0.000007041682,0.0002253335,0.00002277765,0.0007189776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002975675,"threshold_uncertainty_score":0.005916715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167876242280486,"score_gpt":0.2347007465876405,"score_spread":0.2230219841648356,"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."}}