{"id":"W2092418607","doi":"10.1117/12.809021","title":"Thermal effects in high-power CW fiber lasers","year":2009,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"CorActive (Canada)","funders":"","keywords":"Materials science; Fiber laser; Laser; Optics; Optoelectronics; Heat sink; Optical fiber; Double-clad fiber; Fiber; Polarization-maintaining optical fiber; Dispersion-shifted fiber; Laser power scaling; Thermal conduction; Fiber optic sensor; Composite material; 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":[0.0003018579,0.000199593,0.0002083699,0.0001650944,0.0002858851,0.000334481,0.0002380142,0.0002608551,0.0008951336],"category_scores_gemma":[0.0009309106,0.0002276685,0.0001464532,0.0002013391,0.0006719941,0.0006770716,0.000231745,0.0002754101,0.0001724502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004462418,"about_ca_system_score_gemma":0.0001665662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009022484,"about_ca_topic_score_gemma":0.0006468724,"domain_scores_codex":[0.9996866,0.00004835975,0.000008677151,0.00005323643,0.0001743883,0.00002879888],"domain_scores_gemma":[0.9994,0.0003551834,0.00009416182,0.00003544959,0.00009699929,0.00001827277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001724609,0.00004286173,0.002134792,0.0001237882,0.00001259252,0.0002130863,0.000213632,0.008222996,0.9801723,0.0008016787,0.0001330779,0.007756707],"study_design_scores_gemma":[0.00002863136,0.0004879809,0.01298084,0.00001589923,0.00003655615,0.0004189001,0.0001450786,0.06648308,0.9169214,0.0008661112,0.001583874,0.00003166662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854012,0.001313125,0.01126204,0.00006249735,0.00001621063,0.00001361653,0.00002692667,0.0001072255,0.001797193],"genre_scores_gemma":[0.9966258,0.0003416592,0.002048937,0.0000120589,0.00001733189,0.00001113573,0.00001718513,0.00002646609,0.0008993721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009022484,"threshold_uncertainty_score":0.003237724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005269991144184514,"score_gpt":0.1986544592089731,"score_spread":0.1933844680647886,"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."}}