{"id":"W2070607603","doi":"10.1364/oic.2010.tuc1","title":"An Overview of Optical Monitoring Techniques","year":2010,"lang":"en","type":"article","venue":"Optical Interference Coatings","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Iridian Spectral Technologies (Canada)","funders":"","keywords":"Computer science; Optical filter; Optical performance monitoring; Electronic engineering; Materials science; Engineering; Optoelectronics; Wavelength-division multiplexing","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":[0.001028802,0.001055691,0.0007680646,0.004071677,0.0007782468,0.001913161,0.001626691,0.001791434,0.003685189],"category_scores_gemma":[0.001230069,0.0008360971,0.0006335558,0.002886757,0.00047054,0.002209768,0.0007997291,0.00197529,0.003488024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007918288,"about_ca_system_score_gemma":0.000576495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007727348,"about_ca_topic_score_gemma":0.0008134313,"domain_scores_codex":[0.9983241,0.000144597,0.00008740983,0.000244031,0.001118966,0.0000810255],"domain_scores_gemma":[0.9991257,0.0002852592,0.00009931727,0.00007384964,0.0003748023,0.00004106014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001572735,0.0001774575,0.000811524,0.003451792,0.00004484006,0.0003279888,0.0001478082,0.001342503,0.09406612,0.01345992,0.01724691,0.8687659],"study_design_scores_gemma":[0.00001774771,0.0003305073,0.001426457,0.001058489,0.00006166234,0.00362801,0.0001108825,0.004207753,0.08569732,0.00573881,0.8976064,0.0001159089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008002241,0.6749623,0.2551407,0.001821211,0.001854386,0.0003809521,0.0003706102,0.001667311,0.05580029],"genre_scores_gemma":[0.03665036,0.6429998,0.2855119,0.001415109,0.001681813,0.0004988138,0.0005603379,0.0002694424,0.03041236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004071677,"threshold_uncertainty_score":0.01232815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04504833746612633,"score_gpt":0.3182186838940583,"score_spread":0.2731703464279319,"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."}}