{"id":"W4414917067","doi":"10.3390/photonics12100988","title":"Mid-Infrared Fiber Amplification of a DFB Interband Cascade Laser","year":2025,"lang":"en","type":"article","venue":"Photonics","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Canada Foundation for Innovation","keywords":"Laser linewidth; Cascade; Fiber laser; Laser; Power (physics); Fiber; Distributed feedback laser; Laser power scaling","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001888639,0.000269835,0.0001987161,0.0003129516,0.0005053043,0.0002644778,0.0006321501,0.0003911213,0.001558476],"category_scores_gemma":[0.0002254082,0.0001459146,0.0001518079,0.0002192432,0.0004143333,0.0004357504,0.0002952731,0.000346762,0.0003686993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008266057,"about_ca_system_score_gemma":0.0004740762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002633076,"about_ca_topic_score_gemma":0.004396488,"domain_scores_codex":[0.9997599,0.00001379111,0.000006571291,0.0000753292,0.0001009927,0.00004351159],"domain_scores_gemma":[0.9998771,0.00002307373,0.0000270822,0.00001518024,0.00003560686,0.00002189691],"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":[0.00003189066,0.00002683494,0.0002807292,0.00002146556,0.000002072196,0.00005598982,0.00003726441,0.0001291896,0.9946736,0.0004027215,0.000112611,0.004225689],"study_design_scores_gemma":[0.00001865037,0.0001997063,0.002332628,0.000008101647,0.000007252206,0.0002059386,0.00002595548,0.008366019,0.9856848,0.0001802776,0.002955049,0.0000156295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966659,0.0004392584,0.02089537,0.000332538,0.00005841316,0.00006557085,0.0001747641,0.000435604,0.0109395],"genre_scores_gemma":[0.9835276,0.0001061303,0.01395485,0.00003588603,0.00001222417,0.00001765589,0.00005964184,0.00001526789,0.002270825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002633076,"threshold_uncertainty_score":0.005997539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009232654452891727,"score_gpt":0.2735988097965034,"score_spread":0.2643661553436117,"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."}}