{"id":"W2070680551","doi":"10.1364/josab.26.002237","title":"Fiber amplifier with integrated optical cooler","year":2009,"lang":"en","type":"article","venue":"Journal of the Optical Society of America B","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"ZBLAN; Materials science; Cladding (metalworking); Dispersion-shifted fiber; Fiber laser; Optics; Amplifier; Polarization-maintaining optical fiber; Optical fiber; Optoelectronics; Fiber; Fiber optic sensor; Composite material; Wavelength; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001729081,0.0006836848,0.0004736762,0.0004230901,0.0007481456,0.0008003009,0.002099659,0.001296437,0.007522758],"category_scores_gemma":[0.0002992903,0.0003266858,0.0006015861,0.0002277752,0.0008828482,0.001417195,0.0005047121,0.0005854401,0.00161567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297247,"about_ca_system_score_gemma":0.0008522276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003781949,"about_ca_topic_score_gemma":0.00286607,"domain_scores_codex":[0.9997965,0.00002887619,0.000004587537,0.00006079613,0.00008086565,0.00002860386],"domain_scores_gemma":[0.9999188,0.00002138974,0.00001260812,0.00001032122,0.00002841025,0.000008506127],"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":[0.0001028467,0.00009731002,0.0005513145,0.0001744553,0.00004941016,0.0004815479,0.0001881,0.4912544,0.03519032,0.4556408,0.002451626,0.0138179],"study_design_scores_gemma":[0.00004685295,0.0001044667,0.0002284294,0.00001904207,0.00002389126,0.0001807203,0.00002296886,0.9626015,0.003160551,0.02744193,0.006149973,0.00001978892],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07055358,0.001142085,0.8470202,0.001125487,0.00031388,0.0001437414,0.0004201096,0.001081973,0.07819888],"genre_scores_gemma":[0.8448491,0.001411893,0.08534943,0.0002666023,0.0001679704,0.0004284151,0.0002072194,0.0001396055,0.06717979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007522758,"threshold_uncertainty_score":0.02516615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009502219373454138,"score_gpt":0.2307925116265179,"score_spread":0.2212902922530638,"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."}}