{"id":"W4403277488","doi":"10.1364/ol.538776","title":"10 W, 2 mJ-level ns all-fiber amplifier at 2.8 µm","year":2024,"lang":"en","type":"article","venue":"Optics Letters","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Optics; Materials science; Fiber amplifier; Optical fiber; Amplifier; Fiber laser; Physics; Optoelectronics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001315424,0.0002881484,0.0002324482,0.0001469469,0.0002902699,0.0002463098,0.0006014827,0.0003142818,0.002248066],"category_scores_gemma":[0.0001340358,0.0001541529,0.0001478221,0.0001492168,0.000241116,0.0005336613,0.0002953035,0.0003404082,0.0008065465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004507064,"about_ca_system_score_gemma":0.0002921943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009045675,"about_ca_topic_score_gemma":0.002862806,"domain_scores_codex":[0.9998713,0.000005224585,0.000004650105,0.00004345344,0.00005196334,0.00002348416],"domain_scores_gemma":[0.9998986,0.00001653423,0.00003056578,0.00001201671,0.00002519289,0.00001721614],"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":[0.00004188329,0.00001454416,0.0003476336,0.0000227901,0.00000433506,0.00005272273,0.00002996071,0.0001276363,0.9965954,0.0002584853,0.000065409,0.00243915],"study_design_scores_gemma":[0.00000941067,0.0002036495,0.002286611,0.000003739752,0.00001212002,0.0002668391,0.00002786915,0.004815808,0.9889127,0.0001181827,0.003333183,0.000009898461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585896,0.0004260086,0.03547439,0.0001433356,0.00005124768,0.00003976444,0.0002030735,0.0005057569,0.004566931],"genre_scores_gemma":[0.9733021,0.0001132814,0.02251432,0.0000310566,0.00002338452,0.00002707565,0.00007980899,0.00004005714,0.003868874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002248066,"threshold_uncertainty_score":0.007520556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128084889898245,"score_gpt":0.215736914098979,"score_spread":0.1944560651999965,"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."}}