{"id":"W2761224370","doi":"10.1364/ao.49.004791","title":"Photonic bandgap fiber bundle spectrometer","year":2010,"lang":"en","type":"article","venue":"Applied Optics","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Optics; Spectrometer; Bundle; Materials science; Photonic crystal; Photonic-crystal fiber; Optical fiber; Multispectral image; Photonics; Optoelectronics; Physics; Computer science","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":[0.0004676638,0.0004074325,0.0004709045,0.0006669975,0.0005900487,0.0003930006,0.0007944756,0.0006856067,0.002481598],"category_scores_gemma":[0.0004071925,0.0002904049,0.0002101414,0.0005536721,0.0003286478,0.0007336815,0.0006480557,0.0004543826,0.0006550736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005517385,"about_ca_system_score_gemma":0.0004696733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006692468,"about_ca_topic_score_gemma":0.001320904,"domain_scores_codex":[0.9991655,0.0000855894,0.00002270746,0.0001873834,0.0004824155,0.00005638145],"domain_scores_gemma":[0.9994978,0.00008165757,0.0001024698,0.00009603242,0.0001664042,0.00005565212],"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":[0.0001229296,0.00009022051,0.001799477,0.00006256059,0.00002122784,0.0001363169,0.00006307549,0.001431666,0.9700745,0.002262496,0.002058506,0.02187695],"study_design_scores_gemma":[0.00006698601,0.0006166578,0.007501756,0.00001069825,0.00002647157,0.001215765,0.00005293494,0.05594938,0.9195123,0.001157099,0.01384475,0.00004520232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5255117,0.0006276898,0.4432681,0.0005961552,0.0002268992,0.0002598163,0.001585346,0.007671992,0.0202523],"genre_scores_gemma":[0.5184578,0.0002536162,0.476082,0.0001177775,0.00006994064,0.0001689892,0.0005224008,0.0002046037,0.004122754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002481598,"threshold_uncertainty_score":0.008301795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00648947469012525,"score_gpt":0.2310751485581501,"score_spread":0.2245856738680249,"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."}}