{"id":"W7126033250","doi":"10.1364/assl.2025.am1a.4","title":"All-fiber Short Pulsed DBR Laser at 2.8 µm","year":2025,"lang":"","type":"article","venue":"","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; Université Laval; University of Toronto","funders":"","keywords":"Laser; Distributed Bragg reflector laser; Distributed Bragg reflector; Pulsed laser; Reflector (photography); Optical cavity; X-ray laser","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001728857,0.0006299739,0.0005918604,0.0004255002,0.0001451658,0.0001360682,0.0007665482,0.0006536435,0.007022092],"category_scores_gemma":[0.0001279368,0.0006464266,0.0002358675,0.0008887912,0.0001774686,0.0002379376,0.0008280841,0.0006019286,0.002991662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006345958,"about_ca_system_score_gemma":0.00005126993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001142672,"about_ca_topic_score_gemma":0.0003213059,"domain_scores_codex":[0.9971459,0.00003266764,0.0006858314,0.0007143229,0.0003099783,0.001111305],"domain_scores_gemma":[0.9981673,0.0002037017,0.00002903509,0.00139004,0.00008086752,0.0001290835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001900426,0.0003751875,0.0160521,0.001024789,0.003215439,0.0004040319,0.0005324759,0.04793295,0.0172271,0.006925016,0.8052536,0.1008673],"study_design_scores_gemma":[0.001069908,0.00006472509,0.004478684,0.0001763553,0.000322563,0.00001225852,0.0004951054,0.0436755,0.4017672,0.002125428,0.5445626,0.001249675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4291609,0.001663325,0.002554975,0.004316726,0.002240085,0.0009349029,0.00005522977,0.005690882,0.553383],"genre_scores_gemma":[0.8706573,0.0006277291,0.001805566,0.0005875608,0.00005859449,0.00008545555,0.00002464646,0.00009355457,0.1260597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4414963,"threshold_uncertainty_score":0.9995987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473295362424583,"score_gpt":0.2535257264422731,"score_spread":0.2387927728180272,"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."}}