{"id":"W2045154916","doi":"10.1364/ol.33.002218","title":"Optimization of the dimensions of an Yb^3+:ZBLANP optical fiber sample for laser cooling of solids","year":2008,"lang":"en","type":"article","venue":"Optics Letters","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Canada Research Chairs","keywords":"Materials science; Core (optical fiber); Optics; Fiber laser; Optical fiber; Fiber; Laser; Drop (telecommunication); Laser cooling; Polarization-maintaining optical fiber; Optoelectronics; Fiber optic sensor; Telecommunications; Composite material","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":[0.0001065527,0.0001045299,0.0002484157,0.00002792253,0.00008039559,0.000006845518,0.0002525916,0.00005074399,0.00005885473],"category_scores_gemma":[0.00008203524,0.00006755697,0.00011386,0.00008765418,0.0003165326,0.00005156637,0.0001328972,0.00007011851,4.664633e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007302411,"about_ca_system_score_gemma":0.00002601555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003392623,"about_ca_topic_score_gemma":2.282601e-7,"domain_scores_codex":[0.9991736,0.00002014722,0.0003749853,0.0001317763,0.0001310499,0.0001683831],"domain_scores_gemma":[0.9991407,0.0001684645,0.0001750147,0.0003667978,0.0001220915,0.00002696283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001706014,0.0003624402,0.0008101877,0.0001078094,0.0001291591,4.696535e-7,0.0001715035,0.8735047,0.1091624,0.01427333,0.0004891662,0.0008182114],"study_design_scores_gemma":[0.001304164,0.0004286236,0.0001731567,0.000153173,0.0001927794,0.000002377413,0.0003025932,0.2048013,0.7884201,0.002991602,0.0008402931,0.0003897739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895724,0.000004977284,0.1094352,0.0003678675,0.0001061833,0.0002195109,0.0001066401,0.00001612933,0.0001711466],"genre_scores_gemma":[0.8413284,0.000004099105,0.1584914,0.00005175826,0.00005770822,0.00001044476,0.00002099059,0.00001507431,0.00002011868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6792578,"threshold_uncertainty_score":0.2754893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102321947393702,"score_gpt":0.240732961046259,"score_spread":0.219709741572322,"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."}}