{"id":"W2039123430","doi":"10.1364/ao.51.006855","title":"Design of a flat field concave-grating-based micro-Raman spectrometer for environmental applications","year":2012,"lang":"en","type":"article","venue":"Applied Optics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grating; Optics; Spectrometer; Spectral resolution; Raman spectroscopy; Blazed grating; Materials science; Diffraction grating; Wavelength; Stray light; Ray tracing (physics); Computer science; Physics; Spectral line","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006977378,0.0009131104,0.000791919,0.0005489617,0.0005564695,0.0006097979,0.001692175,0.0007479374,0.001495941],"category_scores_gemma":[0.0004286242,0.0007279855,0.0004654621,0.0004327672,0.0003938381,0.0005035352,0.000401196,0.0004293732,0.001261153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009946091,"about_ca_system_score_gemma":0.001958561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738316,"about_ca_topic_score_gemma":0.003038039,"domain_scores_codex":[0.9995279,0.00003722065,0.00002174366,0.0001278246,0.000239739,0.00004559957],"domain_scores_gemma":[0.9995908,0.00007024519,0.00004479711,0.00003630123,0.0001852272,0.00007263436],"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":[0.0001481281,0.00008459215,0.0007837579,0.0002016262,0.00002133951,0.0001665065,0.00006564826,0.005579096,0.9702074,0.001313971,0.0008513655,0.02057658],"study_design_scores_gemma":[0.0001265827,0.0006990297,0.004402051,0.00002211797,0.00005956937,0.0007333198,0.00005818446,0.1627851,0.8195753,0.0005210297,0.01090729,0.0001104002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1274063,0.0004373447,0.8611398,0.0003706405,0.0001825242,0.001348168,0.0007031665,0.00394767,0.004464459],"genre_scores_gemma":[0.1671007,0.0002239925,0.8295349,0.0001214605,0.00003377373,0.0005049165,0.00026584,0.0001343528,0.002080043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001738316,"threshold_uncertainty_score":0.007216394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168626575965264,"score_gpt":0.2118351579223327,"score_spread":0.20014889216268,"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."}}