{"id":"W2065617781","doi":"10.1364/ao.45.001098","title":"Nonlinearity of high-power optical fiber power meters at 1480 nm","year":2006,"lang":"en","type":"article","venue":"Applied Optics","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"OZ Optics (Canada)","funders":"","keywords":"Optics; Superposition principle; Power (physics); Nonlinear system; Optical fiber; Calibration; Optical power; Physics; Materials science; Laser","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004188112,0.0001803874,0.000349118,0.0001954432,0.0001529474,0.0001518266,0.0005832635,0.000139992,0.003533529],"category_scores_gemma":[0.0006805087,0.0001365224,0.0001334699,0.0006837474,0.0002667505,0.0001153748,0.0001872892,0.0001268532,0.001439568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008852821,"about_ca_system_score_gemma":0.00007700313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002757927,"about_ca_topic_score_gemma":0.0000536582,"domain_scores_codex":[0.9950791,0.00006672577,0.0008713463,0.0005703346,0.003070382,0.0003421162],"domain_scores_gemma":[0.9974788,0.0007139557,0.0002983536,0.0008099264,0.0005904391,0.0001085654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009939923,0.001845915,0.006879346,0.00002695989,0.0001990046,0.00001775496,0.001521148,0.02934503,0.211914,0.44731,0.2725028,0.02744399],"study_design_scores_gemma":[0.008599513,0.0006758191,0.141294,0.0000559403,0.0004715701,0.00001685564,0.001965082,0.02792274,0.3718396,0.2768835,0.1677231,0.002552289],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.866779,0.00002198486,0.003624663,0.0003910528,0.0006881246,0.0003044506,0.00002047893,0.00003336888,0.1281368],"genre_scores_gemma":[0.9704446,7.618959e-7,0.02217768,0.0001043829,0.0000715381,0.000009583687,0.00002980924,0.00001293438,0.007148668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704265,"threshold_uncertainty_score":0.9993379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0883484663662606,"score_gpt":0.3391054898653267,"score_spread":0.2507570234990661,"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."}}