{"id":"W4386811281","doi":"10.1016/j.optmat.2023.114374","title":"Anti-Stokes cooling in highly ytterbium doped phase separated aluminium-yttrium oxide glass by 4 K","year":2023,"lang":"en","type":"article","venue":"Optical Materials","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"MPB Technologies & Communications (Canada); Université Laval; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Yttrium; Ytterbium; Doping; Oxide; Analytical Chemistry (journal); Optoelectronics; Metallurgy; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006238435,0.0003794647,0.0007830937,0.0001355201,0.0001218809,0.0003528337,0.0005114677,0.0001986656,0.0008971454],"category_scores_gemma":[0.0001126341,0.0003208757,0.00008695922,0.0004498489,0.0002140015,0.0001931244,0.0004488113,0.0001888019,0.000689389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004174121,"about_ca_system_score_gemma":0.00004190801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001581508,"about_ca_topic_score_gemma":5.804127e-7,"domain_scores_codex":[0.9972867,0.00011033,0.0009049855,0.0005633648,0.0002521898,0.0008824249],"domain_scores_gemma":[0.9989951,0.0001602843,0.000144043,0.0004884216,0.00007732808,0.0001347852],"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":[0.000221644,0.000256536,0.0001367516,0.00004989731,0.0000427647,0.0000265579,0.0000212816,0.000128945,0.9863465,0.007649485,0.004739257,0.0003803203],"study_design_scores_gemma":[0.001739587,0.0001566089,0.0001515373,0.00008219696,0.00003328396,0.000001565833,0.0001406832,0.0005470754,0.9881063,0.002043294,0.00651633,0.0004815274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951967,0.00002387056,0.0004052243,0.0008366274,0.0007772166,0.0004166998,0.0004038963,0.0005078382,0.001431907],"genre_scores_gemma":[0.9977522,0.00002489254,0.0008344185,0.0001024333,0.0002925237,0.0001284744,0.0003410426,0.00006273233,0.0004613186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005606191,"threshold_uncertainty_score":0.9999243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007783184644596,"score_gpt":0.2892038642360119,"score_spread":0.2691260323895659,"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."}}