{"id":"W2511579707","doi":"10.1364/sof.2016.sotu3g.2","title":"Mid-IR ZBLAN Lasers","year":2016,"lang":"en","type":"article","venue":"","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"ZBLAN; Fiber laser; Materials science; Femtosecond; Laser; Optoelectronics; Fluoride; Erbium; Optical fiber; Zirconium; Optics; Doping; Chemistry; Physics; Wavelength; Inorganic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00001865494,0.00006794831,0.0000595068,0.00004499577,0.00001004422,0.000007193972,0.0001214703,0.00004704811,0.0002773015],"category_scores_gemma":[0.0000212402,0.00004161578,0.00001896346,0.00006845251,0.00002597876,0.00006560062,0.00002148217,0.00003149407,0.0006751999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003054108,"about_ca_system_score_gemma":0.00000220299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004773569,"about_ca_topic_score_gemma":0.00001881716,"domain_scores_codex":[0.9996472,0.000002054374,0.00006380333,0.00007248435,0.00004868946,0.000165749],"domain_scores_gemma":[0.9997323,0.00003497538,0.000003958169,0.0001973487,0.000006539564,0.00002486577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001136539,0.00002960369,0.01437187,0.00007322028,0.0001558139,0.00007679097,0.0002144623,0.001254149,0.3770555,0.01167265,0.3804584,0.2146262],"study_design_scores_gemma":[0.0004180719,0.00002490662,0.002899822,0.00002213234,0.000004661777,0.000005374668,0.0001680451,0.000697676,0.9132945,0.003873776,0.07831831,0.0002727133],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008408,0.00005982365,0.008750197,0.001104357,0.0002995421,0.00007221791,0.000009167648,0.006366231,0.08249769],"genre_scores_gemma":[0.9972644,0.00005155914,0.001119249,0.00003083059,0.0000160926,0.000007686666,4.671924e-7,0.00001642576,0.001493252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.536239,"threshold_uncertainty_score":0.8678554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007931465203280422,"score_gpt":0.1893565641034549,"score_spread":0.1814250989001744,"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."}}