{"id":"W4313170015","doi":"10.1051/epjconf/202226611011","title":"Single-Mode ZBLAN Fiber Couplers","year":2022,"lang":"en","type":"article","venue":"EPJ Web of Conferences","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"ZBLAN; Tapering; Single-mode optical fiber; Fiber; Optics; Optical fiber; Materials science; Wavelength; Optoelectronics; Coupling (piping); Physics; Computer science; Fiber laser; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003513703,0.0003804098,0.0003434337,0.0005098845,0.0005762458,0.0007198385,0.0006652831,0.0005033624,0.002392462],"category_scores_gemma":[0.0003775593,0.0002903391,0.0001833816,0.0004081987,0.000293492,0.000810996,0.0003266537,0.0002735482,0.001153675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004182784,"about_ca_system_score_gemma":0.0003276767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007936712,"about_ca_topic_score_gemma":0.001899588,"domain_scores_codex":[0.9995621,0.0000375527,0.00002172192,0.0001097482,0.0002167064,0.00005221229],"domain_scores_gemma":[0.9995333,0.0000641933,0.0001651419,0.00005210513,0.0001484167,0.00003676572],"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":[0.0001127694,0.00005543791,0.0007578233,0.0001257015,0.00001265012,0.00006662123,0.0000575516,0.0006613425,0.9843954,0.001796163,0.0005537579,0.01140474],"study_design_scores_gemma":[0.00001278768,0.0001112988,0.001543909,0.000009776138,0.000009006149,0.0001750906,0.00001787839,0.003422112,0.9914068,0.0001716573,0.003104968,0.000014832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953599,0.001172307,0.0294261,0.0001947899,0.0001185342,0.0001055101,0.0004503646,0.001367378,0.01356597],"genre_scores_gemma":[0.9625013,0.0007698159,0.03045034,0.00006612984,0.00002330244,0.0001075609,0.0001655186,0.00005635887,0.005859761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002392462,"threshold_uncertainty_score":0.008003592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091387547699292,"score_gpt":0.2597234840667441,"score_spread":0.2388096085897512,"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."}}