{"id":"W2910308156","doi":"10.1088/1361-665x/aafeed","title":"First principles study of hydrogen in lead zirconate titanate","year":2019,"lang":"en","type":"article","venue":"Smart Materials and Structures","topic":"Electronic and Structural Properties of Oxides","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Carleton University","keywords":"Lead zirconate titanate; Lead (geology); Materials science; Lead titanate; Ferroelectricity; Geology; Optoelectronics; Dielectric","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":[0.0002607827,0.0001828863,0.0004143445,0.00007020989,0.00007188126,0.00006825558,0.0002280724,0.00006871299,0.0008109293],"category_scores_gemma":[0.00002460324,0.0001275102,0.00002231396,0.00005910379,0.00008040218,0.0001628786,0.0001363983,0.00006064746,0.00002008625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002244021,"about_ca_system_score_gemma":0.00002432596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121116,"about_ca_topic_score_gemma":0.0008051074,"domain_scores_codex":[0.9986866,0.0000818759,0.0004171109,0.0003261182,0.0001876664,0.0003006546],"domain_scores_gemma":[0.9995131,0.00003070481,0.0001371687,0.0002503365,0.00003139445,0.00003727043],"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":[0.0001600177,0.00002364294,0.01696531,0.0001291242,0.00001478636,0.000005382268,0.0007938025,0.000449028,0.979397,0.001975935,0.00001034031,0.00007563835],"study_design_scores_gemma":[0.001175017,0.000556682,0.212614,0.00004636431,0.00001629365,0.00001282571,0.0006179651,0.00008806912,0.7798219,0.004415306,0.0003511368,0.0002844919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984263,0.000347275,3.164702e-7,0.00004480742,0.0003422486,0.0004303234,0.00002023952,0.00002591759,0.0003626379],"genre_scores_gemma":[0.9996019,0.00003421845,0.00009905555,0.00002383799,0.00003237831,0.000009516329,0.000003076008,0.00001444842,0.0001815947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1995751,"threshold_uncertainty_score":0.8879107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498199616725769,"score_gpt":0.2267017051353,"score_spread":0.2117197089680423,"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."}}