{"id":"W2004377286","doi":"10.1364/bgpp.2012.bm2d.1","title":"Monolithic Fiber Lasers for the Mid-Infrared","year":2012,"lang":"en","type":"article","venue":"Advanced Photonics Congress","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Fiber laser; Materials science; Fiber Bragg grating; Optoelectronics; Laser; Optical fiber; Photonic-crystal fiber; Optics; Fiber; Fluoride; Plastic optical fiber; Polarization-maintaining optical fiber; Raman spectroscopy; Fiber optic sensor; Composite material; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002671444,0.0003019083,0.000210139,0.0004037765,0.0004770022,0.0005307766,0.0006546605,0.0007605046,0.006490317],"category_scores_gemma":[0.0001993712,0.000216052,0.000219128,0.0003176911,0.0003157468,0.0009723067,0.0003062547,0.001123996,0.002211171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008317362,"about_ca_system_score_gemma":0.0005843204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005699345,"about_ca_topic_score_gemma":0.002309474,"domain_scores_codex":[0.9998187,0.000008861953,0.000004414348,0.00004871203,0.0001041344,0.00001516932],"domain_scores_gemma":[0.9999174,0.00001756141,0.00001312116,0.000009145838,0.00003356056,0.000009158878],"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":[0.00007509666,0.00007668598,0.0002442548,0.0008768096,0.0000227747,0.0001826114,0.0001193772,0.0009700263,0.6432849,0.05661139,0.01562769,0.2819083],"study_design_scores_gemma":[0.00003373391,0.0003462481,0.002085026,0.0003132423,0.00003935981,0.001362885,0.00006003984,0.006532814,0.196428,0.01589083,0.7768423,0.00006560059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05772678,0.4816363,0.3109281,0.005673525,0.006313161,0.0003622138,0.0005643112,0.00338445,0.1334112],"genre_scores_gemma":[0.3802545,0.165634,0.2440228,0.002508751,0.002506148,0.0003969244,0.0005745101,0.0003136572,0.2037887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006490317,"threshold_uncertainty_score":0.0217123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246861638215492,"score_gpt":0.2350620347978195,"score_spread":0.2225934184156646,"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."}}