{"id":"W4416055212","doi":"","title":"How exotic oxide glasses can provide solutions for integrated optics ?","year":2025,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Glass properties and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Oxide; Integrated optics; Integrated circuit","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001851568,0.0001728806,0.0001955764,0.0001016742,0.0007886884,0.0006105152,0.0007164519,0.00008825078,0.00003330822],"category_scores_gemma":[0.001894979,0.0001572452,0.00009749892,0.0004404942,0.0002447779,0.0001773863,0.000285447,0.0001300087,0.00001828255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105855,"about_ca_system_score_gemma":0.0003442777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00071948,"about_ca_topic_score_gemma":0.003406673,"domain_scores_codex":[0.9979517,0.0007392666,0.0002914877,0.0004318987,0.0001664188,0.000419157],"domain_scores_gemma":[0.9962649,0.0008280235,0.0001614925,0.0009835684,0.001658542,0.0001034385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009725336,0.0002988804,0.0001767854,0.00008387216,0.00002065422,5.38324e-7,0.0007150309,0.00004972785,0.4497615,0.5370779,0.004064216,0.007741172],"study_design_scores_gemma":[0.0007218243,0.000001043117,0.0009021577,0.0006401211,0.00008011475,0.000006927106,0.000977783,0.02284011,0.803404,0.009537548,0.1605051,0.0003833496],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3040344,0.0004688474,0.5932877,0.08979741,0.000211782,0.001058255,0.0001697513,0.0003945095,0.01057731],"genre_scores_gemma":[0.8945551,0.00006884767,0.072423,0.0002042146,0.00001073427,0.000366108,0.0001261882,0.00002079854,0.032225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5905207,"threshold_uncertainty_score":0.6412273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531867486039785,"score_gpt":0.2289368190348935,"score_spread":0.2036181441744957,"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."}}