{"id":"W3188192827","doi":"10.1364/cleo_at.2021.jtu3a.112","title":"All-Fiber Modelocked Laser Using Chalcogenide Based Nonlinear Multimode Interference Saturable Absorber","year":2021,"lang":"en","type":"article","venue":"Conference on Lasers and Electro-Optics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Saturable absorption; Fiber laser; Materials science; Multi-mode optical fiber; Optics; Optoelectronics; Chalcogenide; Thulium; Dispersion-shifted fiber; Laser; Fiber; Optical fiber; Doping; Fiber optic sensor; Physics; Wavelength","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"],"consensus_categories":[],"category_scores_codex":[0.00007229282,0.00039665,0.000407021,0.00009455917,0.0001787547,0.0001394756,0.000238201,0.0001509723,0.0003275957],"category_scores_gemma":[0.00002086319,0.0003830549,0.0001077446,0.0002231223,0.0001494834,0.0002027401,0.0001222145,0.0005493038,0.00004490403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005490364,"about_ca_system_score_gemma":0.000250351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006981425,"about_ca_topic_score_gemma":0.00001865998,"domain_scores_codex":[0.9981543,0.00004416109,0.000313306,0.0006279086,0.0001920608,0.0006682534],"domain_scores_gemma":[0.9988382,0.00008927111,0.0001365357,0.0005294945,0.0002529964,0.0001535231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001444827,0.003248391,0.01697351,0.0003908351,0.001823445,0.0003929641,0.001037183,0.1576223,0.4756455,0.1674259,0.001851707,0.1721434],"study_design_scores_gemma":[0.001061891,0.0001308541,0.00004095216,0.0001081553,0.00007610759,0.000004624231,0.0003488648,0.6972377,0.2914086,0.007887796,0.001114172,0.0005803158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426264,0.00007209984,0.05104477,0.0008237805,0.00009559069,0.0002359663,0.0001133368,0.0001766745,0.004811391],"genre_scores_gemma":[0.9606681,0.00004283146,0.03764015,0.0003211506,0.00008438072,0.00002425206,0.0001240016,0.0000483005,0.001046797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5396153,"threshold_uncertainty_score":0.9998621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347601446434613,"score_gpt":0.2789154015328715,"score_spread":0.2441552568894102,"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."}}