{"id":"W4394582366","doi":"10.1088/1361-6382/ad3c08","title":"Unveiling the cation ratio mediated structural modifications in TiO<sub>2</sub>:GeO<sub>2</sub> mixtures for gravitational-wave detectors","year":2024,"lang":"en","type":"article","venue":"Classical and Quantum Gravity","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Physics; Gravitational wave; Detector; Gravitation; Optics; Astrophysics; Astronomy","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":[0.0003112732,0.000212373,0.0001874109,0.0001588615,0.0001895374,0.0001645364,0.00008658435,0.0001505738,0.000003034583],"category_scores_gemma":[0.0001772917,0.0001645079,0.00009715591,0.0003748276,0.0001201528,0.0002273406,0.00001791987,0.0003021807,0.000007746479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057749,"about_ca_system_score_gemma":0.00006129206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007856966,"about_ca_topic_score_gemma":0.0002387574,"domain_scores_codex":[0.9987876,0.00007315483,0.0003663647,0.0002967047,0.0002319911,0.0002441983],"domain_scores_gemma":[0.9992144,0.0003925443,0.00003979584,0.0001679109,0.00008646776,0.00009888389],"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":[0.00001645153,0.00001913007,0.00005113303,0.000112051,0.00002756925,0.000001613847,0.0003380741,0.0004098437,0.9512599,0.03943093,0.001880256,0.006453062],"study_design_scores_gemma":[0.0002557235,0.00004042455,0.01072938,0.00006455618,0.00004036291,0.000005694028,0.00006568147,0.4306896,0.5229443,0.03391955,0.0009774042,0.0002673345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619744,0.0006168099,0.03445573,0.001279088,0.0004020838,0.00064951,0.0001044041,0.0004884466,0.00002952337],"genre_scores_gemma":[0.9989248,0.000116792,0.0001359047,0.00007931083,0.0001492231,0.0002652687,0.0002886842,0.00003191092,0.000008101425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4302798,"threshold_uncertainty_score":0.670844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581244126017792,"score_gpt":0.2469756888916591,"score_spread":0.2211632476314812,"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."}}