{"id":"W1561880286","doi":"","title":"All-silica Double-clad Hexagonal Yb:Er Co-doped Photosensitive Fibres","year":2002,"lang":"en","type":"article","venue":"European Conference on Optical Communication","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Materials science; Doping; Hexagonal crystal system; Optoelectronics; Crystallography; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002316256,0.000316934,0.0002676593,0.00009495053,0.0001440203,0.0001185372,0.0005890023,0.00008587878,0.0009064965],"category_scores_gemma":[0.00008569806,0.0003261561,0.00008031746,0.0001571321,0.0002530686,0.0002121335,0.0001312017,0.0006951978,0.003775123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009959179,"about_ca_system_score_gemma":0.000008597294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004154677,"about_ca_topic_score_gemma":0.000004222972,"domain_scores_codex":[0.9983017,0.0002487182,0.0004086701,0.0003258772,0.0003041327,0.0004108761],"domain_scores_gemma":[0.9981318,0.0003499541,0.00006494539,0.001110624,0.0001359347,0.0002067158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001464314,0.002223163,0.0002925546,0.000306358,0.00126234,0.0005009409,0.01433371,0.04194793,0.3129054,0.3998417,0.05268195,0.1722396],"study_design_scores_gemma":[0.009118756,0.001024769,0.01287518,0.0009265968,0.0002281318,0.0001893731,0.001753761,0.6539963,0.1233139,0.001456946,0.1907769,0.004339435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1559542,0.0001660365,0.001201889,0.001120204,0.00008981067,0.0003376632,0.00001847047,0.0006852693,0.8404264],"genre_scores_gemma":[0.9922277,0.0005380061,0.005424282,0.0003927821,0.00006430447,0.00001478759,0.00008906247,0.00009623495,0.00115284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8392736,"threshold_uncertainty_score":0.9999191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.074573475209177,"score_gpt":0.2787945501105213,"score_spread":0.2042210749013443,"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."}}