{"id":"W4391663212","doi":"10.1149/ma2023-02552701mtgabs","title":"Temperature Dependent Operando High Energy Surface X-Ray Diffraction Studies of Pt(111) Oxidation","year":2023,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Diffraction; Materials science; Surface (topology); Energy (signal processing); X-ray crystallography; Analytical Chemistry (journal); Crystallography; Chemistry; Optics; Physics; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001833884,0.000452935,0.0003907836,0.0003392162,0.0002148943,0.0003443832,0.000318755,0.0004642938,0.001090938],"category_scores_gemma":[0.0003296517,0.0003291659,0.0002248829,0.0004875447,0.0004541936,0.0003437161,0.0002281781,0.0005875365,0.0001994627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003029509,"about_ca_system_score_gemma":0.00009379338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006816023,"about_ca_topic_score_gemma":0.0009476227,"domain_scores_codex":[0.9997315,0.00002604833,0.0000272278,0.00007540052,0.0001073063,0.00003259378],"domain_scores_gemma":[0.9997649,0.00007199716,0.00007638949,0.00002961229,0.00004574162,0.00001132607],"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":[0.00008078788,0.00002133626,0.0009579663,0.0001273282,0.00001270172,0.0001030668,0.00007095562,0.0002403953,0.9967262,0.00008884878,0.0001228844,0.00144746],"study_design_scores_gemma":[0.00001532415,0.0001548655,0.02478716,0.0000102874,0.0000193207,0.0002877317,0.00008165344,0.002481298,0.9701473,0.00006293121,0.001936519,0.00001555445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993575,0.002581354,0.001574388,0.0001207071,0.0000317631,0.0000187261,0.0005768666,0.00006229503,0.001458861],"genre_scores_gemma":[0.9937553,0.001703172,0.002613433,0.00006172132,0.00003167137,0.00002347409,0.000631257,0.00003326651,0.001146793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001090938,"threshold_uncertainty_score":0.003649592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421245525695262,"score_gpt":0.2496803086181524,"score_spread":0.2354678533611997,"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."}}