{"id":"W3091168989","doi":"10.1364/np.2020.npm3e.3","title":"Saturable absorption using nonlinear multimode interference in chalcogenide fiber","year":2020,"lang":"en","type":"article","venue":"OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF)","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Saturable absorption; Materials science; Multi-mode optical fiber; Fiber laser; Chalcogenide; Optoelectronics; Optics; Interference (communication); Fiber; Dispersion-shifted fiber; Photonic-crystal fiber; Optical fiber; Wavelength; Fiber optic sensor; Telecommunications; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002655546,0.001291403,0.00150392,0.0002271253,0.0004022069,0.0002491631,0.001474863,0.0005225079,0.0008548955],"category_scores_gemma":[0.0001009823,0.001405495,0.0004515608,0.001372534,0.000394728,0.001291176,0.0009712048,0.002246798,0.0001903266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003912582,"about_ca_system_score_gemma":0.0001999984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002887676,"about_ca_topic_score_gemma":0.0001716848,"domain_scores_codex":[0.9940152,0.0001862786,0.001462984,0.002002266,0.0004949429,0.001838318],"domain_scores_gemma":[0.9964696,0.0003991089,0.0009180552,0.001417791,0.0003011021,0.000494395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001152115,0.000496046,0.01238245,0.0001606043,0.0003646907,0.0001738661,0.0006505715,0.9303603,0.01328562,0.001241481,0.0007357567,0.0389965],"study_design_scores_gemma":[0.004553334,0.0002237706,0.000174704,0.0004710844,0.0001309815,0.00001664901,0.0008305795,0.9484228,0.02373154,0.001985204,0.01754071,0.001918651],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9007077,0.003313569,0.08543272,0.0009006473,0.002196729,0.003020767,0.0006837353,0.001246892,0.002497258],"genre_scores_gemma":[0.9126862,0.0004531768,0.08429652,0.0004380034,0.000480506,0.0003310937,0.0005011728,0.0002822923,0.000531007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03707785,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829575622874094,"score_gpt":0.2611715647417887,"score_spread":0.2428758085130477,"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."}}