{"id":"W3200652909","doi":"10.53063/synsint.2021.1340","title":"Ab-initio study of paramagnetic defects in Mn and Cr doped transparent polycrystalline Al2O3 ceramics","year":2021,"lang":"en","type":"article","venue":"Synthesis and Sintering","topic":"Glass properties and applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ulusal Yüksek Başarımlı Hesaplama Merkezi, Istanbul Teknik Üniversitesi","keywords":"Materials science; Condensed matter physics; Paramagnetism; Crystallite; Magnetic moment; Dopant; Doping; Crystallographic defect; Metallurgy; Optoelectronics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004204738,0.000493616,0.0009943121,0.0006990643,0.001261715,0.0007568825,0.001289478,0.001457249,0.003025332],"category_scores_gemma":[0.0006145826,0.0004275656,0.0007456476,0.0007712135,0.0007544973,0.0005052324,0.0004247068,0.0007899879,0.0003533546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009825507,"about_ca_system_score_gemma":0.001481243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386963,"about_ca_topic_score_gemma":0.0168471,"domain_scores_codex":[0.9998154,0.00003768148,0.000006033781,0.0000132006,0.00007441577,0.00005327041],"domain_scores_gemma":[0.9996107,0.0001837499,0.00003819514,0.00003154905,0.00009658252,0.00003908159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004671971,0.0004647335,0.005485851,0.001609063,0.0001816082,0.001727059,0.00032036,0.9123532,0.02503941,0.03836658,0.003120442,0.01086449],"study_design_scores_gemma":[0.0001053392,0.0001212153,0.001644004,0.00004358292,0.00002311865,0.00004650306,0.0001324856,0.993175,0.00145501,0.002432391,0.0008072429,0.00001413924],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959982,0.001136561,0.01178774,0.0006638927,0.0001092303,0.0001065747,0.0007950658,0.0002310768,0.02518801],"genre_scores_gemma":[0.9882905,0.0005984502,0.008297439,0.0001856646,0.00004305055,0.0001583542,0.0005651237,0.00006188256,0.001799565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01386963,"threshold_uncertainty_score":0.02757782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460943309311222,"score_gpt":0.2512906245743479,"score_spread":0.2166811914812357,"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."}}