{"id":"W4408218702","doi":"10.1364/ome.557988","title":"Anti-Stokes fluorescence cooling of lanthanum aluminosilicate glasses","year":2025,"lang":"en","type":"article","venue":"Optical Materials Express","topic":"Glass properties and applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Aluminosilicate; Materials science; Fluorescence; Lanthanum; Optics; Mineralogy; Inorganic chemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002557813,0.0001627795,0.0003921609,0.00005258548,0.0001251256,0.0001374486,0.0004956866,0.00009247727,0.0004958975],"category_scores_gemma":[0.0001282652,0.0001309704,0.00004526261,0.0001266584,0.0002998682,0.0001446288,0.0002693018,0.00005131528,0.0001410473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001569978,"about_ca_system_score_gemma":0.00004647464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001144973,"about_ca_topic_score_gemma":0.000001521016,"domain_scores_codex":[0.9985849,0.00006172591,0.0004755297,0.0003522414,0.0001894576,0.0003361972],"domain_scores_gemma":[0.9991069,0.0001233278,0.0001112833,0.0004664477,0.0001232487,0.00006880733],"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":[0.00005459486,0.00009139439,0.00008600234,0.000147055,0.000006355102,0.000001487988,0.00003726666,0.00001819088,0.9818473,0.01694481,0.0005782023,0.0001873711],"study_design_scores_gemma":[0.0001854602,0.00002370371,0.001628633,0.0001636656,0.00002518326,0.000002181826,0.0000578926,0.00005087989,0.9950091,0.0003993554,0.00231644,0.000137468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959107,0.00009208381,0.0008797285,0.0003943581,0.0004848915,0.0002574816,0.0001043907,0.0000943078,0.001782079],"genre_scores_gemma":[0.9936876,0.00005444619,0.005709077,0.00007506389,0.00007077057,0.00009800556,0.00001040607,0.00001303691,0.0002815609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01654546,"threshold_uncertainty_score":0.542973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542082815242408,"score_gpt":0.2618205348647922,"score_spread":0.2463997067123682,"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."}}