{"id":"W2165707797","doi":"10.1109/cleo.2008.4552030","title":"Optimization of Yb&lt;sup&gt;3+&lt;/sup&gt;:ZBLANP fiber structure for laser cooling","year":2008,"lang":"en","type":"article","venue":"","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Fiber laser; Materials science; Core (optical fiber); Laser cooling; Laser; Fiber; Optics; Optoelectronics; Physics; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009611539,0.0002334172,0.0003764371,0.00005500613,0.0001755531,0.00004211325,0.0003135969,0.0001438024,0.003168649],"category_scores_gemma":[0.00004809661,0.0001791849,0.0001370237,0.0001264394,0.0001477745,0.0001268219,0.000178125,0.0001057995,0.00001412253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001966136,"about_ca_system_score_gemma":0.00004546794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002454323,"about_ca_topic_score_gemma":8.183908e-7,"domain_scores_codex":[0.9986944,0.00002138348,0.000461691,0.0003074729,0.0001675892,0.0003474988],"domain_scores_gemma":[0.9991129,0.0000823451,0.0001460903,0.0003967791,0.0002056786,0.00005619358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004518762,0.00027581,0.0005985728,0.0001955951,0.0002839018,0.000002923,0.0002245395,0.9229699,0.01271016,0.03617209,0.01876061,0.007354015],"study_design_scores_gemma":[0.004431895,0.0008922562,0.0001119115,0.0002128638,0.0002645049,0.00001313349,0.0006131424,0.5843321,0.2750351,0.02744493,0.1048221,0.00182617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7839278,0.00009490272,0.2044395,0.0003625861,0.0002634346,0.0008225117,0.0004283807,0.0003132818,0.009347639],"genre_scores_gemma":[0.9257454,0.00001589312,0.07171361,0.00005178942,0.000302454,0.00003117516,0.0001292593,0.00003770566,0.001972741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3386378,"threshold_uncertainty_score":0.9977426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576994313838564,"score_gpt":0.2289840730276217,"score_spread":0.213214129889236,"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."}}